Awesome List Updates on Mar 17 - Mar 23, 2025

41 awesome lists updated this week.

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1. Awesome Windows

Productivity

• Joplin - Open-source note-taking app with Markdown support, cross-device sync and encryption.

Window Management

• AltSnap (⭐3.9k) - Window snapping with keyboard shortcuts.

• FancyZones (⭐121k) - PowerToys window manager for multi-monitor setups.

• GlazeWM (⭐9.1k) - Rust-based tiling window manager.

2. Awesome Quantified Self

Open Source Projects / Wealth

• HumanProgrammingInterface (⭐1.5k) - Unify, acces and interact with all of your personal data.

3. Awesome Mac

Utilities / Productivity

• TimeScribe - Simple and free working time recording.

4. Awesome Geek Podcasts

In Portuguese

• Escovando Bits - Podcast com discussões semanais sobre os assuntos mais quentes do universo de desenvolvimento.

5. Awesome Fastapi

Open Source Projects / Other Tools

• FuturamaAPI (⭐155) - A REST and GraphQL playground built with best practices, providing WebSockets, SSE, callbacks, secret messages, and more.

6. Awesome Job Boards

Tech / Africa

• Hired Jobs - Jobs in all available job categories. Both remote and onsite jobs.

7. Awesome Django

Third-Party Packages / Admin

• django-hijack (⭐1.6k) - Admins can log in and work on behalf of other users without having to know their credentials.

Third-Party Packages / Admin Themes

• django-jet-reboot (⭐471) - Django Jet is modern template for Django admin interface with improved functionality.

Third-Party Packages / APIs

• dj-rest-auth (⭐1.8k) - Authentication for Django Rest Framework.

• django-rest-knox (⭐1.2k) - Authentication Module for django-rest-auth.

• django-rest-framework-simplejwt (⭐4.2k) - JSON web tokens for DRF.

• django-webpack-loader (⭐2.5k) - Transparently use webpack with Django.

Third-Party Packages / Commands

• django-click (⭐278) - Write Django management commands using the click CLI library.

• django-dbbackup (⭐1.1k) - Management commands to help backup and restore your project database and media files.

• django-typer (⭐211) - Write Django management commands using the Typer CLI library.

Third-Party Packages / Configuration

• django-split-settings (⭐1.2k) - Organize multiple settings files.

Third-Party Packages / Content Management Systems

• django-cms (⭐10k) - CMS for Django.

Third-Party Packages / ECommerce

• saleor (⭐22k) - GraphQL-based Django E-Commerce Platform.

Third-Party Packages / Editors

• django-markdownx (⭐910) - Comprehensive Markdown plugin built for Django.

• django-summernote (⭐1.1k) - Summernote is a simple WYSIWYG editor.

Third-Party Packages / General

• django-sql-explorer (⭐2.8k) - Share data via SQL queries.

Third-Party Packages / Logging

• django-guid (⭐465) - Inject a GUID (Correlation-ID) into every log message in a Django request.

Third-Party Packages / Models

• django-polymorphic (⭐1.7k) - Django-polymorphic simplifies using inherited models in Django projects.

• django-recurrence (⭐517) - Utility for working with recurring dates in Django.

Third-Party Packages / Security

• django-feature-policy (⭐107) - Set the draft security HTTP header Feature-Policy on a Django app.

Third-Party Packages / Task Queues

• django-redis (⭐3k) - Full-featured Redis cache backend for Django.

Third-Party Packages / Templates

• django-components (⭐1.4k) - A way to create simple reusable template components in Django.

Third-Party Packages / Testing

• django-debug-toolbar (⭐8.3k) - Configurable panels to debug requests/responses.

• django-waffle (⭐1.2k) - A feature flipper for Django.

Third-Party Packages / URLs

• dj-database-url (⭐1.5k) - Database URLs.

Third-Party Packages / Users

• django-improved-user (⭐154) - A custom Django user that authenticates via email. Follows identity and authentication best practices.

Third-Party Packages / Views

• django-vanilla-views (⭐985) - Simpler class-based views in Django.

Python Packages / Views

• python-decouple (⭐2.9k) - Strict separation of settings from code.

Projects / Boilerplate

• cookiecutter-django (⭐13k) - A full-bodied starter project, highly customizable.

• djangox (⭐2.4k) - Batteries included starter project for Pip, Pipenv, or Docker.

• Falco (⭐387) - Enhance your Django developer experience: CLI and Guides for the Modern Django Developer.

8. Awesome Osint

Dark Web Search Engines Search Engines

• Ahmia

• Aleph Open Search

9. Awesome Streaming

Table of Contents / Streaming Engine

• CocoIndex (⭐2.2k) [Rust/Python] - ETL framework to build fresh index for AI, with realtime incremental updates.

10. Awesome Data Engineering

Batch Processing

• Substation (⭐373) - Substation is a cloud native data pipeline and transformation toolkit written in Go.

Testing / Data Profiler

• RunSQL - Free online SQL playground for MySQL, PostgreSQL, and SQL Server. Create database structures, run queries, and share results instantly.

Community / Books

• Snowflake Data Engineering - A practical introduction to data engineering on the Snowflake cloud data platform.

11. Awesome Micropython

Firmware / SRAM

• mpflash -⚡Your Ultimate MicroPython Flashing Companion for stm32, rp2, esp32, esp8266, samd.

12. Awesome Video

Video Players & Playback Libraries / Browser Extensions

• Eyevinn/abr-player-chrome (⭐1) - Chrome extension that uses Eyevinn HTML player to be able to play HLS and MPEG-DASH natively - Eyevinn/abr-player-chrome

Video Players & Playback Libraries / Desktop Players

• iina/iina (⭐41k) - The modern video player for macOS.

• lightspark/lightspark (⭐1.8k) - An open source flash player implementation.

• mpv-player/mpv (⭐31k) - 🎥 Command line video player.

• rinsuki/HWAcceleratedVP9Player (⭐8) - Hardware Accelerated VP9 Player in macOS 11.0 Big Sur beta 4+ - rinsuki/HWAcceleratedVP9Player

• ruffle-rs/ruffle (⭐17k) - A Flash Player emulator written in Rust.

• unosquare/ffmediaelement (⭐1.2k) - FFME: The Advanced WPF MediaElement (based on FFmpeg) - unosquare/ffmediaelement

• videolan/vlc (⭐16k) - VLC media player - All pull requests are ignored, please follow https://wiki.videolan.org/Sending_Patches_VLC/ - videolan/vlc

Video Players & Playback Libraries / Embedded Players

• google/shaka-player-embedded (⭐235) - Shaka Player in a C++ Framework.

Video Players & Playback Libraries / Frameworks & UI Components

• Chimeejs/chimee (⭐2.4k) - a video player framework aims to bring wonderful experience on browser - Chimeejs/chimee

• Eyevinn/channel-engine-multiview (⭐3) - A multiview frontend for Eyevinn Channel Engine.

• Streamlab - Multi-format stream test tool for the browser. Brings convenience to verifying, inspecting, and troubleshooting adaptive streams and video files. A common interface on top of Shaka Player, HLS.js, and Rx-Player.

• adrg/libvlc-go (⭐472) - Go bindings for libVLC and high-level media player interface.

• elements/packages/mux-player (⭐305) - <mux-player> is the official Mux-flavored video player web component. The player UI is built on Media Chrome (⭐2.3k) and <mux-video> drives the core video logic used to play Mux Video content.

• epiclabs-io/epic-video-comparator (⭐84) - Javascript library which implements a video comparator component: two overlaped and synchronized video players each one playing an independent source. - epiclabs-io/epic-video-comparator

• foxford/react-hls - React component for HLS player.

• karimkawambwa/roku-framework (⭐9) - Roku app framework to make app creation easier and structured. Under construction - karimkawambwa/roku-framework

• mltframework/mlt (⭐1.6k) - MLT Multimedia Framework.

• switch media universal player - A tool or resource for frameworks-ui-components.

• tjenkinson/media-element-syncer (⭐22) - Synchronise two or more HTML5 media elements.

• vapoursynth/vapoursynth (⭐1.8k) - A video processing framework with simplicity in mind - vapoursynth/vapoursynth

• videogular/videogular (⭐1.5k) - The HTML5 video player for AngularJS.

• videolan/libvlcsharp (⭐1.6k) - Cross-platform .NET/Mono bindings for LibVLC

• vimond/replay (⭐225) - A React video player facilitating adaptive stream playback with custom UI and a React-friendly API. - vimond/replay

Video Players & Playback Libraries / Mobile Players

• BrikerMan/BMPlayer (⭐2k) - A video player for iOS, based on AVPlayer, support the horizontal, vertical screen. support adjust volume, brightness and seek by slide, support subtitles. - BrikerMan/BMPlayer

• Building native video Pins - Billions of videos are viewed across the internet every day, but video on Pinterest is unique. On Pinterest, you’ve always been able to save videos from around the web, and in 2013, we made it…

• DaMingShen/SUCacheLoader (⭐170) - AVPlayer

• DeviLeo/DLGPlayer (⭐169) - A media player for iOS based on FFmpeg 4.0.

• Integrating AirPlay for Long-Form Video Apps | Apple Developer Documentation - A tool or resource for mobile-players.

• IvanoBilenchi/Adaptive-Video-Player (⭐25) - HLS player for iOS that supports manual selection for the quality of adaptive streams - IvanoBilenchi/Adaptive-Video-Player

• MPEGDASHPlayer/MPEGDASH-iOS-Player (⭐69) - The MPEG-DASH Player iOS Application.

• SRGSSR/srgmediaplayer-apple (⭐161) - An advanced media player library, simple and reliable - SRGSSR/srgmediaplayer-apple

• VeinGuo/VGPlayer (⭐397) - 📺 A simple iOS video player by Vein.

• google/ExoPlayer (⭐22k) - ExoPlayer is an application level media player for Android.

• googleads/google-media-framework-ios (⭐75) - The Google Media Framework (GMF) is a lightweight media player designed to make video playback and integration with the Google IMA SDK on iOS easier. - googleads/google-media-framework-ios

• hanton/HTY360Player (⭐2.1k) - Open Source iOS 360 Degree Panorama Video Player.

• imoreapps/ffmpeg-avplayer-for-ios-tvos (⭐1k) - A tiny but powerful iOS and Apple TV OS av player framework that's based on the FFmpeg library. - imoreapps/ffmpeg-avplayer-for-ios-tvos

• libobjc/SGPlayer (⭐2.2k) - A powerful media play framework for iOS, macOS, and tvOS. - libobjc/SGPlayer

• mkaflowski/HybridMediaPlayer (⭐75) - Android music and video player. Uses ExoPlayer 2 and MediaPlayer for lower APIs and makes using ExoMediaPlayer easier. If you need advanced options such as handling Chromecast it is delivered by Ex...

• noreasonprojects/ModernAVPlayer (⭐288) - ModernAVPlayer is a persistence AVPlayer wrapper.

• nytimes/ios-360-videos (⭐274) - NYT360Video plays 360-degree video streamed from an AVPlayer on iOS. - nytimes/ios-360-videos

• piemonte/Player (⭐2.1k) - ▶️ video player in Swift, simple way to play and stream media on iOS/tvOS - piemonte/Player

• renzifeng/ZFPlayer (⭐7.1k) - Support customization of any player SDK and control layer

• ustwo/videoplayback-ios (⭐215) - Swift AVPlayer wrapper using the VIPER architecture. Currently a work in progress - ustwo/videoplayback-ios

• videolan/vlc-android - VLC for Android, Android TV and ChromeOS.

• videolan/vlc-ios - VLC for iOS is the official port of VLC on the iOS/tvOS platforms.

• vitoziv/VIMediaCache (⭐985) - Cache media file while play media using AVPlayer.

• wxxsw/GSPlayer (⭐474) - ⏯ Video player, support for caching, preload, fullscreen transition and custom control view. 视频播放器，支持边下边播、预加载、全屏转场和自定义控制层 - wxxsw/GSPlayer

• xiewei-wayne/FFEngine.framework (⭐51) - FFEngine framework is a high performance player sdk for iOS based on ffmpeg. - xiewei-wayne/FFEngine.framework

• xiewei-wayne/rtmp-video-player-for-ios (⭐133) - Based on FFEngine framework, a rtmp video player for apple iOS devices. - xiewei-wayne/rtmp-video-player-for-ios

Video Players & Playback Libraries / Set-top Box Players

• dphang/roku-lib (⭐55) - Some useful Roku utilities.

• peak3d/inputstream.adaptive (⭐488) - kodi inputstream addon for several manifest types.

Video Players & Playback Libraries / Smart TV Players

• Build a basic Cast Receiver - A tool or resource for smart-tv-players.

• MediaBrowser/Emby.Roku (⭐81) - Emby for Roku.

• Samsung/HbbPlayer (⭐61) - HbbPlayer is HbbTV application which can playback media by using url of media as parameter. It conforms to W3C and HbbTV specification. - Samsung/HbbPlayer

• bbc/bigscreen-player (⭐101) - Simplified media playback for bigscreen devices.

• bbc/tal (⭐561) - TV Application Layer.

• briandunnington/Redoku (⭐23) - Redux for Roku.

• briandunnington/Roact (⭐47) - React for Roku

• googlecast/CastReceiver (⭐364) - Reference Receiver: CastReceiver shows how to develop a fully Cast Design Checklist compliant receiver with additional features. - googlecast/CastReceiver

• juliomalves/roku-libs (⭐61) - BrightScript Utility Libraries.

• karimkawambwa/roku-framework-example (⭐3) - This is a project to show how the boku-framework by Karim Kawambwa is used - karimkawambwa/roku-framework-example

• kodlian/TVVLCPlayer (⭐71) - TVVLCPlayer lets you integrate easily a powerfull video player with playback control views to your tvOS apps. - kodlian/TVVLCPlayer

• mrkjffrsn/RokuFramework (⭐50) - An opensource Roku framework.

• rokudev/RAF4RSG-sample (⭐8) - sample demonstrating the Roku Advertising Framework in SceneGraph - rokudev/RAF4RSG-sample

• rokudev/SceneGraphDeveloperExtensions (⭐115) - Contribute to rokudev/SceneGraphDeveloperExtensions development by creating an account on GitHub.

• rokudev/samples (⭐484) - Collection of sample channels for side-loading on your Roku device - rokudev/samples

• rokudev/videoplayer-channel (⭐27) - SceneGraph version of the SDK1 VideoPlayer Channel - rokudev/videoplayer-channel

• schtanislau/brightscript-state-machine (⭐3) - State management for Roku channel..

• vitalets/awesome-smart-tv (⭐1.2k) - ⚡A curated list of awesome resources for building Smart TV apps - vitalets/awesome-smart-tv

• zype/zype-roku-scenegraph (⭐9) - Contribute to zype/zype-roku-scenegraph development by creating an account on GitHub.

Video Players & Playback Libraries / Web Players

• Akamai Players - Akamai provides a suite of media players optimized for high-quality streaming across various devices.

• Dash JavaScript Player -

• Eyevinn/av1-player (⭐4) - Eyevinn AV1 player.

• Eyevinn/docker-html5player (⭐6) - A Docker containerized HTML5 player based on Shaka Player - Eyevinn/docker-html5player

• Eyevinn/eyevinn-player (⭐5) - Throttled video player to test video streams.

• Eyevinn/ott-multiview (⭐74) - This is a web based multiview screen for HLS and MPEG-DASH streams based on hls.js and Shaka Player. - Eyevinn/ott-multiview

• GeneticGenesis/phils-players (⭐32) - A collection of video players with vaguely simple GUIs for video engineers. - GeneticGenesis/phils-players

• MoePlayer/DPlayer (⭐16k) - 🍭 Wow, such a lovely HTML5 danmaku video player - MoePlayer/DPlayer

• Samples players for dash.js -

• bytedance/xgplayer (⭐8.8k) - A HTML5 video player with a parser that saves traffic - bytedance/xgplayer

• matvp91/indigo-player (⭐1.3k) - Highly extensible, modern, JavaScript video player. Handles MPEG-Dash / HLS / MPEG-4 and is built on top of the HTML5 video element. - matvp91/indigo-player

• mediaelement/mediaelement (⭐8.3k) - HTML5 <audio> or <video> player with support for MP4, WebM, and MP3 as well as HLS, Dash, YouTube, Facebook, SoundCloud and others with a common HTML5 MediaElement API, ...

• sampotts/plyr (⭐29k) - A simple HTML5, YouTube and Vimeo player.

• video-dev/hls.js (⭐16k) - JavaScript HLS client using Media Source Extension - video-dev/hls.js

• videojs/http-streaming (⭐2.6k) - HLS, DASH, and future HTTP streaming protocols library for video.js - videojs/http-streaming

• videojs/video.js (⭐39k) - Video.js - open source HTML5 & Flash video player.

Video Editing & Processing Tools / Batch Processing & Automation

• How to decode a video (memory file / byte string) and step through it frame by frame in python? - I am using python to do some basic image processing, and want to extend it to process a video frame by frame. I get the video as a blob from a server - .webm encoded - and have it in python as a b...

• antiboredom/videogrep (⭐3.4k) - automatic video supercuts with python.

• bmhayward/Transcode (⭐14) - Tools to batch transcode and process videos.

• flavioribeiro/video-thumbnail-generator (⭐319) - 📷 Generate thumbnail sprites from videos.

Video Editing & Processing Tools / Color Grading & Correction Tools

• bbc/qtff-parameter-editor (⭐144) - QuickTime file parameter editor for modifying transfer function, colour primary and matrix characteristics.

Video Editing & Processing Tools / Conversion & Format Tools

• ilstam/FF-Multi-Converter: GUI File Format Converter (⭐85) - GUI File Format Converter. Contribute to ilstam/FF-Multi-Converter development by creating an account on GitHub.

Video Editing & Processing Tools / Effects & Compositing Tools

• Snowmix - The Swiss Army Knife of Open Source Live Video Mixing. - Snowmix Video Mixer

• Zulko/moviepy (⭐14k) - A tool or resource for effects-compositing-tools.

• bloc97/Anime4K (⭐20k) - A High-Quality Real Time Upscaler for Anime Video.

• voc/voctomix (⭐605) - Full-HD Software Live-Video-Mixer in python.

Video Editing & Processing Tools / Non-linear Editing Suites

• jliljebl/flowblade (⭐2.9k) - A tool or resource for non-linear-editing-suites.

Video Editing & Processing Tools / Subtitle & Caption Tools

• BingLingGroup/autosub (⭐2k) - Command-line utility to transcribe/translate from video/audio/subtitles to subtitles - BingLingGroup/autosub

• CCExtractor/ccextractor: CCExtractor - Official version maintained by the core team (⭐782) - CCExtractor - Official version maintained by the core team - CCExtractor/ccextractor

• Closed Captioning and Subtitling Products - MacCaption and CaptionMaker Overview - Telestream - Telestream Closed Captioning: MacCaption and CaptionMaker allow you to easily author, edit, create subtitles, and encode and repurpose video captions for television, web and mobile delivery

• Comcast/caption-inspector (⭐85) - Caption Inspector is a reference decoder for Closed Captions (CEA-608 and CEA-708). - Comcast/caption-inspector

• Comcast/cea-extractor (⭐17) - Parsing and display logic for CEA-608 caption data in fragmented MP4 files. - Comcast/cea-extractor

• Dash-Industry-Forum/cea608.js (⭐8) - A JavaScript project designed to extract CEA-608 captions. - Dash-Industry-Forum/cea608.js

• IMSC validator - A tool or resource for subtitle-caption-tools.

• Marcos-A/STRCleaner (⭐1) - Script that extracts all the text from a subtitles file ignoring time indications, HTML tags and other alien info. - Marcos-A/STRCleaner

• The ultimate guide to CCs - A tool or resource for subtitle-caption-tools.

• abhirooptalasila/AutoSub (⭐616) - AutoSub is a CLI application to generate subtitle file (.srt) for any video file using Mozilla DeepSpeech - abhirooptalasila/AutoSub

• awslabs/serverless-subtitles (⭐129) - Serverless Subtitles can handle a video input, extract the sound, transcript it and generate different subtitle files for your video. - awslabs/serverless-subtitles

• cessen/subs_extract (⭐11) - Extracts per-sentence subtitles + audio from a subtitle file + video file. - cessen/subs_extract

• estliberitas/node-thumbnails-webvtt (⭐30) - Video thumbnail generator generating WebVTT spec file - estliberitas/node-thumbnails-webvtt

• federicocalendino/pysub-parser (⭐52) - Utility to extract the text and timestamps of a subtitle file (.srt, .ssa, .sub, .txt). - federicocalendino/pysub-parser

• glut23/webvtt-py (⭐216) - Read, write and segment WebVTT caption files in Python.

• imscJS: IMSC/TTML/SMPTE-TT/EBU-TT-D renderer (⭐87) - Renders IMSC/TTML/SMPTE-TT/EBU-TT-D subtitles and captions to HTML

• jnorton001/pycaption-cli (⭐19) - A command line interface for the pycaption module. - jnorton001/pycaption-cli

• opencoconut/webvtt-ruby (⭐73) - WebVTT Ruby parser and segmenter.

• pbs/pycaption (⭐269) - Python module to read/write popular video caption formats - pbs/pycaption

• shawnsky/extract-subtitles (⭐82) - Extract Subtitles From Video

• smacke/subsync (⭐7.2k) - Automagically synchronize subtitles with video.

• statsbiblioteket/tv-subtitle-extraction (⭐16) - System for extraction of subtitles from TV broadcasts. - statsbiblioteket/tv-subtitle-extraction

• szatmary/libcaption (⭐166) - Free open-source CEA608 / CEA708 closed-caption encoder/decoder - szatmary/libcaption

• ttconv: subtitle/caption format converter (⭐209) - Converts EBU STL, IMSC/TTML/SMPTE-TT/EBU-TT-D and 608/SCC into IMSC, WebVTT and SRT

• video-dev/vtt.js (⭐13) - A JavaScript implementation of the WebVTT specification - video-dev/vtt.js

• wargarblgarbl/libgosubs (⭐26) - A tool or resource for subtitle-caption-tools.

• xinnjie/extract-subtitle (⭐3) - extract subtitles from video.

Video Editing & Processing Tools / Trimming & Cutting Tools

• mifi/lossless-cut (⭐32k) - A tool or resource for trimming-cutting-tools.

Video Encoding, Transcoding & Packaging Tools / Trimming & Cutting Tools

• ericgriffin/fflock (⭐6) - Distributed video transcoding.

Video Encoding, Transcoding & Packaging Tools / Cloud-Based Encoding Solutions

• DVB captions in media convert - ** If your output captions are DVB-Sub, set them up in your outputs according to the following information.

• Riot Games Keeps League of Legends Esports Rolling With Fully Cloud-Based Virtualized Workflow - Although the traditional sports world has come to a standstill due to the coronavirus pandemic, many major esports properties are soldiering on, hosting compe

• Running FFmpeg on AWS Lambda for 1.9% the cost of AWS Elastic Transcoder - A guide to building a transcoder using Exodus, FFmpeg, and AWS Lambda.

• Server-less Just-in-Time Packaging with AWS Fargate and Unified Origin by Unified Streaming - In this blog article Jonas Rydholm Birmé describes how he created a server-less just-in-time packaging origin, using AWS ECS Fargate tasks…

• Server-less Just-in-Time Packaging with AWS Fargate and Unified Origin by Unified Streaming - In this blog article Jonas Rydholm Birmé describes how he created a server-less just-in-time packaging origin, using AWS ECS Fargate tasks…

• Server-less Video Backend - In this blog post by Jonas Rydholm Birmé he describes how a completely server-less video backend on AWS would look like.

• andressspinetti/video-transcoder (⭐2) - AWS S3 + Lambda + Transcode.

• bfansports/CloudTranscode (⭐294) - Distributed videos and images encoding/transcoding using Amazon SFN, FFMpeg and ImageMagic - bfansports/CloudTranscode

• binoculars/aws-lambda-ffmpeg (⭐870) - An S3-triggered Amazon Web Services Lambda function that runs your choice of FFmpeg 🎬 commands on a file 🎥 and uploads the outputs to a bucket. - binoculars/aws-lambda-ffmpeg

• diego3g/gcloud-node-video-transcoding (⭐115) - 📹🔥 Transcode Google Cloud Storage video files with Node.js and FFmpeg - diego3g/gcloud-node-video-transcoding

• hybrik/hybrik-samples (⭐18) - Hybrik Samples.

• snickers/snickers (⭐533) - 🍫 An open source alternative to the video cloud encoding services. - snickers/snickers

• video-dev/video-transcoding-api (⭐635) - Agnostic API to transcode media assets across different cloud services. - video-dev/video-transcoding-api

• xyk2/cloud-transcoder (⭐12) - Transcoding long (>1 hour) videos quickly and cost-effectively on GCP to adaptive HLS and MP4 mezzanine files. Up to 40x $ savings. - xyk2/cloud-transcoder

Video Encoding, Transcoding & Packaging Tools / Containerization & Packaging Tools

• Bento4 | Fast, Modern Tools and C++ Class Library for all your MP4 and DASH media format needs - A tool or resource for containerization-packaging-tools.

• Comcast/gots (⭐310) - MPEG Transport Stream handling in Go.

• DSRCorporation/imf-conversion (⭐61) - NF IMF media conversion utility allows to handle flat file creation from a specified CPL within the IMF package - DSRCorporation/imf-conversion

• DolbyLaboratories/dbmd-atmos-parser: Dolby Atmos DBMD Wave Chunk Parser - Dolby Atmos DBMD Wave Chunk Parser. Contribute to DolbyLaboratories/dbmd-atmos-parser development by creating an account on GitHub.

• DolbyLaboratories/dlb_mp4base: The Dolby MP4 streaming muxer (dlb_mp4base) is a software implementation of a muxer of fragmented or unfragmented ISO base media file format (mp4). It supports muxing of Dolby Digital (AC-3), Dolby Digital Plus (E-AC-3), and (⭐270) - The Dolby MP4 streaming muxer (dlb_mp4base) is a software implementation of a muxer of fragmented or unfragmented ISO base media file format (mp4). It supports muxing of Dolby Digital (AC-3), Dolby...

• DolbyLaboratories/dlb_mp4demux: The Dolby MP4 streaming demuxer (dlb_mp4demux) is a software implementation of a demuxer of fragmented or unfragmented ISO base media file format (mp4). It supports demuxing of Dolby Digital (AC-3), Dolby Digital Plus (E-AC (⭐108) - The Dolby MP4 streaming demuxer (dlb_mp4demux) is a software implementation of a demuxer of fragmented or unfragmented ISO base media file format (mp4). It supports demuxing of Dolby Digital (AC-3)...

• Eyevinn/docker-hevc (⭐1) - Docker container to create HEVC streaming packages - Eyevinn/docker-hevc

• Eyevinn/docker-jit-capture (⭐2) - A Docker container for an open source Just-In-Time Capture Origin - Eyevinn/docker-jit-capture

• Eyevinn/vp9-dash (⭐1) - FFMpeg wrapper script to create VP9 MPEG-DASH packages - Eyevinn/vp9-dash

• GPAC MP4Box (⭐3k) - MP4Box is a multimedia packager from the GPAC framework, used for encoding and packaging media files.

• OpenVisualCloud/CDN-Transcode-Sample (⭐122) - Media transcoding is a key function for live video broadcasting, streaming, and video on demand use cases in a CDN network. The CDN Transcode sample (not a finished product) provides a reference pi...

• Quantifying packaging overhead - Mux makes adding video to your app or website as easy as making a single API call. But behind the scenes is a large multistep process to analyze and transform the video into something that can be easily consumed by a device. This process is commonly called a media “pipeline”

• Shaka Packager – opensource.google - Learn about all our projects.

• ShaoWeiguo/dlb_mp4demux: The Dolby MP4 streaming demuxer (dlb_mp4demux) is a software implementation of a demuxer of fragmented or unfragmented ISO base media file format (mp4). It supports demuxing of Dolby Digital (AC-3), Dolby Digital Plus (E-AC-3), an (⭐2) - The Dolby MP4 streaming demuxer (dlb_mp4demux) is a software implementation of a demuxer of fragmented or unfragmented ISO base media file format (mp4). It supports demuxing of Dolby Digital (AC-3)...

• The Netflix IMF Workflow - interesting architectural implications

• Vilsol/Transcoder (⭐15) - Docker container to transcode videos in mounted volume to H265 using FFMPEG - Vilsol/Transcoder

• cpitkin/openfaas-transcode (⭐9) - OpenFaaS transcode pipeline.

• cuda/ubuntu16.04/ffmpeg-gpu/Dockerfile · master · nvidia / container-images / samples - Sample Dockerfiles for Docker Hub images

• gpac/mp4box.js (⭐2.2k) - JavaScript version of GPAC's MP4Box tool.

• jrottenberg/ffmpeg (⭐1.5k) - Docker build for FFmpeg on Ubuntu / Alpine / Centos 7 / Scratch - jrottenberg/ffmpeg

• justdan96/tsMuxer (⭐962) - tsMuxer is a transport stream muxer for remuxing/muxing elementary streams, EVO/VOB/MPG, MKV/MKA, MP4/MOV, TS, M2TS to TS to M2TS. Supported video codecs H.264/AVC, H.265/HEVC, VC-1, MPEG2. Support...

• linuxserver/docker-ffmpeg (⭐179) -

• matvp91/mixwave (⭐1.2k) - Self hostable platform that aims to simplify the complexities of video delivery. Transcode and package your media for online streaming with simple API calls and sane defaults, or craft dynamic HLS playlists on the fly with bumpers, ads and filters.

• njh/ts2mpa (⭐5) - ts2mpa is a simple tool to extract MPEG Audio from a MPEG-2 Transport Stream. - njh/ts2mpa

• realeyes-media/alpine-node-video-multitool (⭐0) - Contribute to realeyes-media/alpine-node-video-multitool development by creating an account on GitHub.

• sannies/mp4parser: A Java API to read, write and create MP4 files (⭐2.8k) - A Java API to read, write and create MP4 files. Contribute to sannies/mp4parser development by creating an account on GitHub.

Video Encoding, Transcoding & Packaging Tools / FFmpeg-Based Tools

• Adjust and Normalize Your Music Files with FFMPEG - Make Tech Easier - If your music files are too loud, too soft, or have obnoxious peaks and irregular volume, you can use FFmpeg to normalize your music files. Here's how.

• Can ffmpeg extract closed caption data - I am currently using ffmpeg to convert videos in various formats to flv files. One request has also come up and that is to get closed caption info out o the file as well. Does anyone have any exper...

• Ch00k/ffmpy (⭐513) - A tool or resource for ffmpeg-based-tools.

• ColorlabMD/FFCommand_Engine (⭐28) - Create and execute FFmpeg commands.

• Correcting for audio/video sync issues with the ffmpeg program’s ITSOFFSET switch - The ffmpeg program has numerous “switches” that help to adjust and convert audio and video files. Some of them are not explained very well in the documentation, and many websites have c…

• Encode HDR with VP9 - Hands on tutorial of using ffmpeg to do hdr encoding

• FFmpeg/FFmpeg (⭐51k) - Mirror of git://source.ffmpeg.org/ffmpeg.git.

• FallingSnow/h265ize (⭐528) - A node utility utilizing ffmpeg to encode videos with the hevc codec. - FallingSnow/h265ize

• Generate MPEG-TS from file with ffmpeg - In this post I will describe how an MPEG-TS multicast stream can be generated with ffmpeg by looping an MP4 file and a Docker container…

• GeoHaber/Video-Transcode (⭐19) - ffmpeg H264 H265 HEVC MPEG Video Trans-code Image-Matrix Collage - GeoHaber/Video-Transcode

• Kthulu120/liquid_dl (⭐71) - Liquid-dl is a simple tool for utlities such as FFMPEG, youtube-dl, and scdl. It provides a simple framework with simple point and click options allowing users to just click on what they need and u...

• Loop file and generate multiple video bitrates muxed in MPEG-TS with ffmpeg - In a previous post I described how an MPEG-TS multicast stream can be generated with ffmpeg by looping an MP4 file. In this post I will…

• LordCrainer/transcoding_ffmpeg (⭐1) - Transcoding video usando ffmpeg.

• Mozilla-Open-Lab-Etwas/Video-Transcoder (⭐510) - FFMPEG Wasm Video Transcoder.

• Use of Look-Up Tables (LUTs) in FFmpeg - How to use luts with ffmpeg for converting between differnt hdr encodes

• WritingMinds/ffmpeg-android-java (⭐3.3k) - Android java library for FFmpeg binary compiled using https://github.com/writingminds/ffmpeg-android (⭐1.6k) - WritingMinds/ffmpeg-android-java

• avTranscoder/avTranscoder (⭐165) - C++ API for LibAV / FFMpeg.d

• bcoudurier/FFmbc (⭐197) - FFmpeg customized for broadcast and professional usage - bcoudurier/FFmbc

• bookyo/express-ffmpeg (⭐92) - nodejs ffmpeg video transcode webui，基于nodejs的云转码系统 https://www.efvcms.com - bookyo/express-ffmpeg

• ffmprovisr - Cookbook of commonly used FFmpeg recipes with descriptions of how each command works and how to modify it to fit your needs

• fluent-ffmpeg/node-fluent-ffmpeg (⭐8.2k) - A fluent API to FFMPEG (http://www.ffmpeg.org).

• id3as/ffmpeg-libvpx-HDR-static (⭐16) - A script to build a static binary of FFmpeg optimised for libvpx (HDR 10bit) encoding.

• jonghwanhyeon/python-ffmpeg (⭐342) - A python interface for FFmpeg using asyncio.

• kkroening/ffmpeg-python (⭐11k) - A tool or resource for ffmpeg-based-tools.

• microshow/RxFFmpeg (⭐4.6k) - 🔥RxFFmpeg 是基于 ( FFmpeg 4.0 + X264 + mp3lame + fdk-aac )

• mitio/useful-ffmpeg-commands: A collection of FFmpeg commands taken from practice (⭐177) - A collection of FFmpeg commands taken from practice - mitio/useful-ffmpeg-commands

• mofo7777/Stackoverflow (⭐34) - All source codes I've provided on stackoverflow as an answer, usually under tag ms-media-foundation. Mediafoundation, audio, video, 3D, decoder, encoder. - mofo7777/Stackoverflow

• mrpdaemon/mmf (⭐2) - Video transcoding ffmpeg frontend in Python.

• mugiseyebrows/mugi-ffmpeg (⭐7) - Gui for ffmpeg to simplify transcoding and embeding audio / subtitles in mkv videos - mugiseyebrows/mugi-ffmpeg

• okorach/audio-video-tools (⭐1) - Python based batch tools to transcode audio and video conveniently (leverages FFMpeg) - okorach/audio-video-tools

• phaux/node-ffmpeg-stream (⭐135) - Node.js bindings to ffmpeg command, exposing stream based API - phaux/node-ffmpeg-stream

• quarkscript/media_works (⭐5) - Transcode video by ffmpeg with nvenc; normalize the volume; force dynamic range compression to the volume - quarkscript/media_works

• realeyes-media/demo-encoder (⭐57) - A nodejs encoding system based on ffmpeg and configured to write HLS streaming files to S3 - realeyes-media/demo-encoder

• realeyes-media/demo-encoder (⭐57) - A nodejs encoding system based on ffmpeg and configured to write HLS streaming files to S3 - realeyes-media/demo-encoder

• sambios/ffmpeg_transcoder (⭐13) - video transcode based on ffmpeg, support H264/HEVC and more. - sambios/ffmpeg_transcoder

• senko/avtk (⭐13) - A tool or resource for ffmpeg-based-tools.

• serverlesspub/ffmpeg-aws-lambda-layer (⭐427) - FFmpeg/FFprobe AWS Lambda layer.

• tanersener/mobile-ffmpeg (⭐4k) - FFmpeg for Android, iOS and tvOS.

• videomorph-dev/videomorph (⭐97) - A user-friendly Video Converter based on FFMPEG and writen in Python/PyQt5. - videomorph-dev/videomorph

• zolinux/MediaArchiver (⭐1) - Transcode video files using FFMPEG and python3.

Video Encoding, Transcoding & Packaging Tools / Hardware Accelerated Transcoding

• CUDA GPU Accelerated h264/h265/HEVC Video Encoding with ffmpeg - How to use CUDA GPU hardware encoding with ffmpeg to encode h264 and h264 HEVC movies in high quality and highspeed with our optimized parameter settings.

• Hardware-Assisted Video Transcoding At Dailymotion - What if you could save time, power consumption and therefore money, while still keeping a decent quality for your converted video ?

• Is it possible to get FFmpeg to use hardware acceleration for HEVC transcoding on macOS? - I have a MacBook Pro with a Kaby Lake processor running macOS High Sierra (10.12). Is it possibe somehow to setup FFmpeg to utilize hardware encoding of HEVC with toolbox, instead of libx265?

• git-developer/vaapi-video-converter (⭐4) - A docker-based video converter that uses VAAPI-compatible hardware for transcoding - git-developer/vaapi-video-converter

Video Encoding, Transcoding & Packaging Tools / Multi-format Packaging Tools

• Eyevinn/hls-to-dash (⭐39) - Open source packager and tools to rewrap live HLS to live MPEG DASH - Eyevinn/hls-to-dash

• aminyazdanpanah/python-ffmpeg-video-streaming (⭐854) - 📼 Package media content for online streaming(DASH and HLS) using FFmpeg - aminyazdanpanah/python-ffmpeg-video-streaming

• cannonbeach/ott-packager (⭐242) - OTT/ABR streaming encoder (H264/HEVC) and packager for DASH and HLS - cannonbeach/ott-packager

• cash2one/VideoTranscoding-Backend (⭐5) - This application transcode a video that you send on all formats what you want and diferent resolutions. - cash2one/VideoTranscoding-Backend

• escaped/django-video-encoding (⭐118) - django-video-encoding helps to convert your videos into different formats and resolutions. - escaped/django-video-encoding

• gpac/gpac (⭐3k) - GPAC main code repository.

• majamee/arch-ffmpeg-gpac (⭐3) - A ready-prepared video transcoding pipeline to create DASH/ HLS compatible video files & playlists - majamee/arch-ffmpeg-gpac

• monking/transcode-web-video (⭐3) - Quickly transcode a source video to MP4, OGV, and WebM, with scale, bitrate, and screengrab options. - monking/transcode-web-video

Video Encoding, Transcoding & Packaging Tools / Real-Time Encoding Solutions

• Live Video Transmuxing/Transcoding: FFmpeg vs TwitchTranscoder, Part 2 - A tool or resource for real-time-encoding-solutions.

• Live Video Transmuxing/Transcoding: FFmpeg vs TwitchTranscoder, Part I - A tool or resource for real-time-encoding-solutions.

• Live Video Transmuxing/Transcoding: FFmpeg vs TwitchTranscoder, Part I - By: Jeff Gong, Software Engineer, jeffgon@twitch.tv Sahil Dhanju, Software Engineer Intern Chih-Chiang Lu, Senior Software Engineer…

• Live Video Transmuxing/Transcoding: FFmpeg vs TwitchTranscoder, Part II - By: Jeff Gong, Software Engineer, jeffgon@twitch.tv Sahil Dhanju, Software Engineer Intern Chih-Chiang Lu, Senior Software Engineer…

• Roverr/rtsp-stream (⭐724) - Out of box solution for RTSP - HLS live stream transcoding. Makes RTSP easy to play in browsers. - Roverr/rtsp-stream

• i4tv/gstreamill (⭐248) - encoder with hls output based on gstreamer.

• jkarthic-akamai/ABR-Broadcaster (⭐93) - A real time encoder for Adaptive Bitrate Broadcast - jkarthic-akamai/ABR-Broadcaster

Video Encoding, Transcoding & Packaging Tools / Scripting & Automation Tools

• Azure-Samples/batch-python-ffmpeg-tutorial (⭐28) - A Python application that uses Batch to process media files in parallel with the ffmpeg open-source tool. - Azure-Samples/batch-python-ffmpeg-tutorial

• Ponyboy47/TranscodeVideo (⭐2) - A Swift wrapper around the transcode-video command - Ponyboy47/TranscodeVideo

• Scalable, Parallel Video Transcoding on Ubuntu - Transcoding video is a very resource intensive process. It can take many minutes to process a small, 30-second clip, or even hours to p...

• SmurfManX/ffmpeg-nvidia-adaptive-vod-transcoder (⭐10) - bash script which will detect video new file in folder and transcode it to adaprive bitrate - SmurfManX/ffmpeg-nvidia-adaptive-vod-transcoder

• ZaifSenpai/Batch-Py-Remux (⭐1) - Convert mkv video to hevc (h.265).

• chn-lee-yumi/distributed_ffmpeg_transcoding_cluster: 分布式FFMpeg转码集群。A FFMpeg transcoding cluster runs in variable CPUs, including ARM, x86, and others which can run linux. You can use it to run a RaspberryPi cluster. (⭐40) - 分布式FFMpeg转码集群。A FFMpeg transcoding cluster runs in variable CPUs, including ARM, x86, and others which can run linux. You can use it to run a RaspberryPi cluster. - chn-lee-yumi/distributed_ffmpeg_...

• cwinging/transcode (⭐3) - python transcode server.

• donmelton/other_video_transcoding (⭐583) - Other tools to transcode videos.

• kwodzicki/video_utils (⭐22) - Python package containing many tools useful for converting video files to h264/h265 encoded MP4 or MKV files - kwodzicki/video_utils

• master-of-zen/Av1an: Cross-platform command-line AV1 encode toolkit (⭐1.7k) - Cross-platform command-line AV1 encode toolkit. Contribute to master-of-zen/Av1an development by creating an account on GitHub.

• ptrandev/swift-encoder (⭐5) - A fire-and-forget shell script that encodes multiple video and audio files with ffmpeg. - ptrandev/swift-encoder

• sw360cab/pyup-transcoder (⭐4) - a Python-based software to transcode videos and upload files to a remote server or S3-bucket - sw360cab/pyup-transcoder

Video Encoding, Transcoding & Packaging Tools / Software Transcoding Tools

• Alkl58/NotEnoughAV1Encodes (⭐562) - GUI Handler for AV1 Encoders (aomenc, rav1e & svt-av1) - Alkl58/NotEnoughAV1Encodes

• ClearSlide/Fantastic-Transcoder (⭐46) - Fantastic transcoder is a video transcoder which utilizes massively parallel compute to achieve ludicrous conversion speeds. - ClearSlide/Fantastic-Transcoder

• DolbyLaboratories/dolby_vision_professional_decoder_plugin (⭐14) -

• amaurypm/transcode2H265 (⭐13) - Unattended video transcoder to H265 and ACC codecs, in MKV containers. - amaurypm/transcode2H265

• bbxnet/transcode (⭐2) -

• benvanik/node-transcoding (⭐47) - node.js video transcoding library.

• dev-labs-bg/swift-video-generator (⭐649) -

• dolby-encoding-engine/plugins at master · DolbyLaboratories/dolby-encoding-engine (⭐69) - Contribute to DolbyLaboratories/dolby-encoding-engine development by creating an account on GitHub.

• donmelton/video_transcoding (⭐2.5k) - Tools to transcode, inspect and convert videos.

• just-work/django-video-transcoding (⭐23) - Simple video transcoding application for Django Framework - just-work/django-video-transcoding

• kees/transcode (⭐2) - Video Transcoding Tools.

• luziferius/av1transcoder (⭐6) - Transcode video files to the AV1 format using ffmpeg and libaom-av1. - luziferius/av1transcoder

• madebyhiro/codem-transcode (⭐153) - Offline video transcoder written in node.js.

• selsamman/react-native-transcode (⭐13) - Video Transcoder for React Native.

• slhck/rate-control-tests: Tests for different rate control modes in x264 (⭐55) - Tests for different rate control modes in x264. Contribute to slhck/rate-control-tests development by creating an account on GitHub.

• twitter/vireo: Vireo is a lightweight and versatile video processing library written in C++11 (⭐943) - Vireo is a lightweight and versatile video processing library written in C++11 - twitter/vireo

Video Streaming & Distribution Solutions / CDN Integration & Distribution

• AWS CloudFront Live failover - You can set up CloudFront with origin failover for scenarios that require high availability. To get started, create an origin group in which you designate a primary origin for CloudFront plus a second origin that CloudFront automatically switches to when the primary origin returns specific HTTP status code failure responses.

• AWS CloudFront for Live Streaming - To use AWS Media Services with CloudFront to deliver live content to a global audience, follow the guidance included in this section.

• Amazon S3 | Fastly Help Guides - A tool or resource for cdn-integration-distribution.

• Eyevinn/adxchange-engine (⭐5) - Eyevinn Adxchange Engine is a microservice placed between the server-side ad-insertion component and the adserver or SSP - Eyevinn/adxchange-engine

• Eyevinn/vmapproxy (⭐1) - A simple VMAP / VAST proxy.

• OTT Content Delivery– CDN Alternatives - Introduction

• This is How I Reduced My CloudFront Bills by 80% - If you are using S3 and CloudFront to host your content and noticed that your bills are increasing, read this!

• Understanding Server-Side Dynamic Ad Insertion - In this post we’re explaining the principles behind Server-Side Dynamic Ad Insertion technology. If you are already familiar with video…

• coopernurse/nginx-s3-proxy (⭐153) - nginx compiled with aws-auth support, suitable for S3 reverse proxy usage - coopernurse/nginx-s3-proxy

Video Streaming & Distribution Solutions / Edge Computing & Caching Solutions

• Edge Computing with Fastly CDN and Varnish VCL for Authenticated Requests - Endertech - A brief explanation of how to use Fastly CDN and Varnish with authenticated requests to offload static file serving from the origin and edge caching.

• Lambda Edge Tutorial - This tutorial shows you how to get started with Lambda@Edge by helping you create and add a sample Node.js function that runs in CloudFront. The example that we walk through adds HTTP security headers to a response, which can improve security and privacy for a website. (That said, you don’t need a website for this walkthrough; we simply add security headers to a response when CloudFront retrieves a file.)

• Lambda@Edge Design Best Practices | Amazon Web Services - Lambda@Edge transforms CloudFront into a highly programmable CDN with serverless compute capabilities closer to your viewers around the world. This blog is the first in a series that explains best practices associated with using Lambda@Edge functions to customize your content delivery.

• StyleShare/HLSCachingReverseProxyServer (⭐158) - A simple local reverse proxy server for HLS segment cache - StyleShare/HLSCachingReverseProxyServer

Video Streaming & Distribution Solutions / Live Streaming Servers

• Open Broadcaster Software | OBS - OBS (Open Broadcaster Software) is free and open source software for video recording and live streaming. Stream to Twitch, YouTube and many other providers or record your own videos with high quality H264 / AAC encoding.

• ant-media/Ant-Media-Server (⭐4.5k) - Ant Media Server supports RTMP, RTSP, WebRTC and Adaptive Bitrate. It can also record videos in MP4, HLS and FLV - ant-media/Ant-Media-Server

• bbc/brave (⭐673) - Basic Real-time AV Editor - allowing you to preview, mix, and route live audio and video streams on the cloud - bbc/brave

• gnolizuh/BLSS (⭐195) - NGINX-based Live Media Streaming Server.

• jaskie/PlayoutAutomation (⭐192) - Television broadcast automation system.

• media-toolbox/avbroadcast: avbroadcast - republish media streams for mass consumption (⭐10) - avbroadcast - republish media streams for mass consumption - media-toolbox/avbroadcast

• muxinc/stream.new (⭐570) - The repo for https://stream.new.

• obsproject/obs-studio (⭐65k) - OBS Studio - Free and open source software for live streaming and screen recording - obsproject/obs-studio

• ossrs/srs (⭐27k) - SRS is a simple live streaming cluster, a simple joy. - ossrs/srs

• scivision/PyLivestream (⭐736) - Pure Python FFmpeg-based live video / audio streaming to YouTube, Facebook, Periscope, Twitch, and more - scivision/PyLivestream

Video Streaming & Distribution Solutions / Multi-CDN Management

• OTT Content Delivery– Multi CDN - Background

Video Streaming & Distribution Solutions / Peer-to-Peer Streaming Solutions

• Wifibroadcast – Analog-like transmission of live video data - Wifibroadcast is a project aimed at the live transmission of HD video (and other) data using wifi radios. One prominent use case is to transmit camera images for a first person view (FPV) of remote…

• cdnbye/hlsjs-p2p-engine (⭐1.1k) - A hls.js plugin to offload bandwidth from expensive traditional CDNs，while also maximizing a user’s viewing experience. - cdnbye/hlsjs-p2p-engine

Video Streaming & Distribution Solutions / RTMP/RTSP/HTTP Protocol Servers

• Create your own video streaming server with Linux - Using Nginx to create a streaming server using RTMP and nginx

• DVBlast - Open Source fast DVB/ASI network streamer! - VideoLAN - DVBlast - Open Source fast DVB/ASI network streamer!

• Red5/red5-server (⭐3.4k) - Red5 Server core.

• SRT Open Source project (⭐3.3k) - A tool or resource for rtmprtsphttp-protocol-servers.

• Streaming With SRT Protocol in OBS - A tool or resource for rtmprtsphttp-protocol-servers.

• alfg/docker-nginx-rtmp (⭐1.1k) - 🐋 A Dockerfile for nginx-rtmp-module + FFmpeg from source with basic settings for streaming HLS. Built on Alpine Linux. - alfg/docker-nginx-rtmp

• ebu/dtt2ip (⭐27) - Broadcast to IP conversion for Wifi indoor coverage - ebu/dtt2ip

• ireader/media-server (⭐3.3k) - RTSP/RTP/RTMP/FLV/HLS/MPEG-TS/MPEG-PS/MPEG-DASH/MP4/fMP4 - ireader/media-server

• librist - A library that can be used to easily add the RIST protocol to your application.

• njh/dvbshout (⭐10) - dvbshout takes an MPEG transport stream from a DVB card, extracts audio channels from stream, and sends the audio to an Icecast / Shoutcast server and/or a RTP multicast packet stream. - njh/dvbshout

Video Streaming & Distribution Solutions / Streaming Analytics & Monitoring

• Akamai Stream Validator - Akamai's Stream Validator is a tool designed to verify the integrity and compliance of streaming media, ensuring optimal playback across devices.

• Eyevinn Stream Corruptor (⭐556) - Eyevinn's Stream Corruptor is a tool designed to intentionally corrupt streaming media, useful for testing error resilience in players.

• Inca — Message Tracing and Loss Detection For Streaming Data @Netflix - At Netflix, our real-time data infrastructure have embraced the multi-cluster Kafka architecture and Flink powered stream processing…

• SCTE-104/35 and Beyond: A Look at Ad Insertion in an OTT World - Ad Insertion is a very important part of many video delivery systems because of the monetization aspect—it generates revenue!

• ThreeFive SCTE35 (⭐153) - An SCTE-35 parser and decoder for analyzing ad markers in MPEG-TS streams, designed for broadcast workflows.

• Understanding Real-time Bidding for AVOD Services - We have in previous blog articles described the principles behind server-side ad-insertion and described some of the challenges with it as…

• leandromoreira/http-video-streaming-troubleshooting (⭐80) - A collection of fixes / problem solutions to HTTP video streaming - leandromoreira/http-video-streaming-troubleshooting

• switch media adease - A tool or resource for streaming-analytics-monitoring.

Video Streaming & Distribution Solutions / VOD Streaming Servers

• Creating a secure video-on-demand (VOD) platform using AWS - Authored by Chirag Oswal, Solution Architect, AWS, and Vikas Tiwari, Solution Architect Manager, AWS Video has become the primary means of Information sharing and learning. Customers are investing in innovative solutions to tap into the e-learning and video space. Video content is their IP and needs to be protected and securely delivered. Online video is a […]

• Eyevinn/channel-engine (⭐123) - OTT TV Channel Engine.

• Eyevinn/pseudo-live-playout (⭐1) - Contribute to Eyevinn/pseudo-live-playout development by creating an account on GitHub.

• Unified Streaming Demos - A showcase of Unified Streaming's capabilities, including adaptive streaming formats and DRM-protected playback.

• Unified Streaming Features Page - A demonstration of Unified Streaming's feature set, including on-the-fly packaging and multi-format support.

• VOD on AWS - A tool or resource for vod-streaming-servers.

• VOD2Live - VOD2Live Kevin Staunton-Lambert Solutions Architect R&D @kevleyski www.switch.tv

• anachirino/bifserver (⭐20) - Server which creates and serves up BIF files for Roku players - anachirino/bifserver

• davidbt/djmediastreamer (⭐2) - A Django project that allows you to catalog and stream your videos (using FFmpeg to add subtitles and transcode). - davidbt/djmediastreamer

• olaris / olaris-server - GitLab.com

• openfun/marsha (⭐120) - 🎬 A self-hosted opensource LTI video provider - openfun/marsha

• openstack/swift (⭐2.7k) - OpenStack Storage (Swift).

• prologic/tube (⭐24) - 📺 a Youtube-like (without censorship and features you don't need!) Video Sharing App written in Go which also supports automatic transcoding to MP4 H.265 AAC, multiple collections and R...

• shimberger/gohls (⭐576) - A server that exposes a directory for video streaming via web interface - shimberger/gohls

• streamaserver/streama (⭐9.8k) - Self hosted streaming media server. https://docs.streama-project.com/ - streamaserver/streama

• switch media live2vod - A tool or resource for vod-streaming-servers.

• switch media mediahq - A tool or resource for vod-streaming-servers.

• t-mullen/hls-server (⭐261) - Middleware for serving HTTP Live Streaming (HLS) compatible media streams. - t-mullen/hls-server

Adaptive Streaming & Manifest Tools / Adaptive Bitrate Algorithms & Tools

• pokey909/dash_adaptation_simulator (⭐1) - Simulate bitrate switching algorithms based on real data traces - pokey909/dash_adaptation_simulator

Adaptive Streaming & Manifest Tools / CMAF & fMP4 Packaging

• Eyevinn/fmp4-js (⭐11) - A Javascript library to parse ISO Base Media File Format (MPEG-4 Part 12) - Eyevinn/fmp4-js

• HLS and Fragmented MP4 - At WWDC 2016, Apple announced support for fragmented MP4 (fMP4) as an alternative to MPEG-TS, which prior to their announcement was the only supported format. So why use fragmented MP4 files? Well,…

• matmoi/create-DASH-HLS (⭐37) - A tutorial to generate fMp4 files compatible with dash and HLS - matmoi/create-DASH-HLS

• matmoi/create-DASH-HLS (⭐37) - A tutorial to generate fMp4 files compatible with dash and HLS - matmoi/create-DASH-HLS

Adaptive Streaming & Manifest Tools / DASH Manifest Tools

• Eyevinn/dash-validator-js (⭐23) - MPEG DASH validator JS library.

• carlanton/mpd-tools (⭐26) - DASH MPD tools for Java.

• dash-mpd-rs (⭐89) - Rust library for parsing, serializing and downloading media content from a DASH MPD file.

• dash-validator-js/README.md at master · Eyevinn/dash-validator-js (⭐23) - MPEG DASH validator JS library. Contribute to Eyevinn/dash-validator-js development by creating an account on GitHub.

• nickdesaulniers/combine-mpd (⭐11) - Combine MPEG DASH MPD manifest files.

• sangwonl/python-mpegdash (⭐109) - MPEG-DASH MPD(Media Presentation Description) Parser - sangwonl/python-mpegdash

• videojs/mpd-parser (⭐82) - Contribute to videojs/mpd-parser development by creating an account on GitHub.

• zencoder/go-dash (⭐224) - A Go library for generating MPEG-DASH manifests.

Adaptive Streaming & Manifest Tools / DASH Tools

• DASH IF Test Assets Database -

• DASH IF Test Assets Database -

• Dash Sequences GPAC Wiki (⭐3k) - The GPAC Wiki provides DASH sequences for conformance testing and validation.

• Dash-Industry-Forum/DASH-IF-Conformance (⭐70) - This repository provides the source code for MPEG-DASH/DASH-IF Conformance Software/Validator. It has been extended according to further standards, such as CMAF, DVB-DASH, HbbTV, and CTA WAVE. - Da...

• Dash-Industry-Forum/ISOSegmentValidator (⭐7) - Contribute to Dash-Industry-Forum/ISOSegmentValidator development by creating an account on GitHub.

• Dash-Industry-Forum/Ingest (⭐13) -

• Dash-Industry-Forum/dash-live-source-simulator (⭐150) - DASH live source simulator providing reference live content. - Dash-Industry-Forum/dash-live-source-simulator

• Dash-Industry-Forum/dash.js (⭐5.4k) - A reference client implementation for the playback of MPEG DASH via Javascript and compliant browsers. - Dash-Industry-Forum/dash.js

• Dash-Industry-Forum/media-tools (⭐86) - A collection of tools for analyzing, handling, and creating media and media containers - Dash-Industry-Forum/media-tools

• Eyevinn/docker-2dash (⭐6) - A Docker container to pre-package MPEG DASH on demand content - Eyevinn/docker-2dash

• Eyevinn/docker-dash-packager (⭐17) - Open source MPEG DASH packager for live and VOD.

• MPEG DASH Sample Content Bento4 - Bento4 offers MPEG-DASH sample content for developers to test and validate their DASH implementations.

• The structure of an MPEG-DASH MPD - The MPEG-DASH Media Presentation Description (MPD) is an XML document containing information about media segments, their relationships and information necessary to choose between them, and other metadata that may be needed by clients. In this post, I describe the most important pieces of the MPD, starting from the top level (Periods) and going to the bottom (Segments).

• Viblast/dash-proxy (⭐127) - Easy downloading and mirroring of MPEG-DASH streams - Viblast/dash-proxy

• active-video/subtitles (⭐1) - AV Platform MPEG DASH subtitles.

• bitmovin/libdash (⭐603) - MPEG-DASH Access Library - Official ISO/IEC MPEG-DASH Reference Implementation - bitmovin/libdash

• castlabs/dashencrypt: DASH fragmenter/segmenter and encrypter (⭐127) - DASH fragmenter/segmenter and encrypter. Contribute to castlabs/dashencrypt development by creating an account on GitHub.

• dash-mpd-cli (⭐418) - Commandline application for downloading media content from a DASH MPD manifest.

• djvergad/dash (⭐49) - An MPEG/DASH client-server module for simulating rate adaptation mechanisms over HTTP/TCP. - djvergad/dash

• mahbubcseju/MPEG-DASH-Downloader (⭐7) - Contribute to mahbubcseju/MPEG-DASH-Downloader development by creating an account on GitHub.

• mp4dash | Bento4 - A tool or resource for dash-tools.

• shengbinmeng/dash-drm (⭐5) - Demos of MPEG-DASH and DRM.

• stultus/mp4-to-mpegdash-py (⭐21) - Python Script to convert a MP4 file into onDemand MPEG-DASH - stultus/mp4-to-mpegdash-py

• tchakabam/dash-proxy (⭐3) - Experimental MPEG-DASH media gateway - proxy on-the-fly modified MP4 segment metadata - tchakabam/dash-proxy

• theolampert/dash-server (⭐9) - Small, command-line HTTP/2 file server for serving MPEG-DASH content. - theolampert/dash-server

• videojs/videojs-contrib-dash (⭐297) - Video.js plugin for supporting the MPEG-DASH playback through a video.js player - videojs/videojs-contrib-dash

Adaptive Streaming & Manifest Tools / HLS Manifest Parsers & Generators

• Comcast/mamba (⭐188) - Mamba is a Swift iOS, tvOS and macOS framework to parse, validate and write HTTP Live Streaming (HLS) data. - Comcast/mamba

• Comcast/scte35-js (⭐51) - A SCTE 35 Parser for JavaScript.

• Eyevinn/vast-info (⭐5) - Parse a VAST or VMAP to show valuable information in a readable format - Eyevinn/vast-info

• M3U8Kit/M3U8Parser (⭐262) - A light weight M3U8 parser. Support X-Key & X-Session-Key. - M3U8Kit/M3U8Parser

• Middleman SCTE35 104 Parser - A web-based tool to parse and decode SCTE-35 markers for ad insertion and broadcast signaling analysis.

• carlanton/m3u8-parser (⭐196) - HLS compliant m3u8 parser for Java.

• globocom/m3u8 (⭐2.2k) - M3U8 library

• grafov/m3u8 (⭐1.3k) - Parser and generator of M3U8-playlists for Apple HLS. Library for Go language. 🎦 - grafov/m3u8

• iheartradio/open-m3u8 (⭐250) - Open Source m3u8 Parser.

• osk/node-webvtt (⭐101) - Parse WebVTT files, segments and generates HLS playlists for them.

• videojs/m3u8-parser (⭐505) - An m3u8 parser.

Adaptive Streaming & Manifest Tools / HLS Tools

• 507_hls_authoring_for_airplay_2. - A tool or resource for hls-tools.

• 510_validating_http_live_streams. - A tool or resource for hls-tools.

• 515_hls_authoring_update - A tool or resource for hls-tools.

• Apple HLS Tools - Apple's HLS Tools assist developers in creating and validating HTTP Live Streaming (HLS) content for Apple devices.

• Creating A Production Ready Multi Bitrate HLS VOD stream - Peer5 P2P Docs - Peer5 documentation

• Creating a Master Playlist | Apple Developer Documentation - A tool or resource for hls-tools.

• Eyevinn/hls-cutsegment (⭐3) - A web app that lets you insert a cut into a segment, which is then cut into two new segments. - Eyevinn/hls-cutsegment

• Eyevinn/hls-download (⭐48) - Download HLS and convert to MP4.

• Eyevinn/hls-relay (⭐21) - Script to pull HLS stream from one origin and push to another origin - Eyevinn/hls-relay

• Eyevinn/hls-ts-analyzer (⭐1) - Example implementation of hls-ts.js library.

• HEVC in HLS: 10 Key Questions for Streaming Video Developers - Many who heard that Apple is adding support for HEVC playback in HTTP Live Streaming were left with more questions than answers. Here's what developers need to know.

• HLS | Bento4 - A tool or resource for hls-tools.

• How to generate a fmp4 hls live stream with FFMPEG - ffmpeg -re -stream_loop -1 -i voweb.mp4 -hls_fmp4_init_filename init.mp4 -vf “settb=AVTB,setpts=’trunc(PTS/1K)1K+st(1,trunc(RTCTIME/1K))-1Ktrunc(ld(1)/1K)’,\ drawtext=fontfile=…

• Mux HLS Streams - Mux offers a set of test HLS streams, primarily used by hls.js and hosted by Mux, for testing and development.

• Protocol Extension for Low-Latency HLS (Preliminary Specification) | Apple Developer Documentation - A tool or resource for hls-tools.

• artilleryio/artillery-plugin-hls (⭐28) - Load test HTTP Live Streaming (HLS) servers with Artillery 🎥 - artilleryio/artillery-plugin-hls

• awslabs/aws-stale-playlist-detector (⭐42) - The Stale Playlist Detector (SPD) is a tool to monitor live HLS origin endpoints for changing playlists. The Stale Playlist Detector (SPD) will use data in the top-level playlist, the child playlis...

• bash scripts to create VOD HLS stream with ffmpeg almighty (tested on Linux and OS X) - bash scripts to create VOD HLS stream with ffmpeg almighty (tested on Linux and OS X) - README.md

• egg-bread/hls-to-mp4 (⭐5) - Download HLS videos as MP4 (WebVTT for caption download optional) - egg-bread/hls-to-mp4

• excalibur-kvrv/m3u8-dl (⭐75) - A CLI m3u8-downloader program to parse .m3u8 playlist file and download mpeg2-ts video files, concat them and convert it to mp4 using FFMPEG - excalibur-kvrv/m3u8-dl

• gitfu/manifesto (⭐18) - Manifesto is an HLS tool for creating multiple variants, a master.m3u8 file, and converting 608 captions to segmented webvtt subtitles via ffmpeg. - gitfu/manifesto

• gkozlenko/node-video-lib (⭐363) - Node.js Video Library / MP4 & FLV parser / MP4 builder / HLS muxer - gkozlenko/node-video-lib

• huzhenjie/m3u8_downloader (⭐68) - 基于Python的m3u8下载器.

• jordicenzano/go-ts-segmenter (⭐94) - Live TS segmenter and HLS manifest creation in Go.

• majamee/auto-dash-hls (⭐11) - Automated toolchain for generating DASH/ HLS compatible files from all videos inside a root folder - majamee/auto-dash-hls

• muxinc/hlstools (⭐72) - A tool or resource for hls-tools.

• schedules/dl (⭐8) - Node.js DASH and HLS downloader.

Adaptive Streaming & Manifest Tools / Low-Latency Streaming Tools

• Low Latency Live Streaming - Low Latency Live Streaming Apple LLHLS / CMAF Kevin Staunton-Lambert Solutions Architect R&D (July 2019) @kevleyski www.switch.tv

Media Analysis, Quality Metrics & AI Tools / AI & Machine Learning Tools

• OpenVisualCloud/Ad-Insertion-Sample (⭐97) - The ad-insertion reference pipeline shows how to integrate various media building blocks, with analytics powered by the OpenVINO™ Toolkit, for intelligent server-side ad insertion. - OpenVisualClou...

• OpenVisualCloud/Smart-City-Sample (⭐208) - The smart city reference pipeline shows how to integrate various media building blocks, with analytics powered by the OpenVINO™ Toolkit, for traffic or stadium sensing, analytics and management tas...

• VCDP/FFmpeg-patch (⭐65) - This repository contains a collection of FFmpeg* patches and samples to enable CNN model based video analytics capabilities (such as object detection, classification, recognition) in FFmpeg* framew...

• Video Tensorflow - Using Tensorflow For Audience Measurement Kevin Staunton-Lambert Solutions Architect R&D @kevleyski www.switch.tv

• apm1467/videocr (⭐532) - Extract hardcoded subtitles from videos using machine learning - apm1467/videocr

• openai/jukebox (⭐8k) - Code for the paper "Jukebox: A Generative Model for Music" - openai/jukebox

• shinobizero/audio_transcriber (⭐7) - Transcodes audio & video files to text, supports MP3, M4A, WAV, MP4, MKV, AVI, MPG & MPEG. No Online API's. Python 3 - shinobizero/audio_transcriber

Media Analysis, Quality Metrics & AI Tools / Audio Analysis & Processing

• Audio Loudness | Conversational Actions | Google Developers - A tool or resource for audio-analysis-processing.

• Audio normalization with ffmpeg using loudnorm (ebur128) filter - A tool or resource for audio-analysis-processing.

• Loudness Explained Page | Music Tribe - TC Electronic - tcelectronic,

• bbc/audio-offset-finder: Find the offset of an audio file within another audio file (⭐189) - Find the offset of an audio file within another audio file - bbc/audio-offset-finder

• hybrik/hybrik-samples (⭐18) - Hybrik Samples.

• normalizing Audio - A tool or resource for audio-analysis-processing.

• slhck/ffmpeg-normalize (⭐1.4k) - Audio Normalization for Python/ffmpeg.

Media Analysis, Quality Metrics & AI Tools / Color Science & Histogram Analysis

• IENT/YUView (⭐2.1k) - YUView is a QT based, cross-platform YUV player with an advanced analytic toolset.

Media Analysis, Quality Metrics & AI Tools / Metadata Extraction & Management

• DolbyLaboratories/AM-Viewer: Audio Metadata Viewer (⭐11) - Audio Metadata Viewer. Contribute to DolbyLaboratories/AM-Viewer development by creating an account on GitHub.

• DolbyLaboratories/pmd_tool: pmd_tool is a command line utility that converts between different representations of SMPTE RDD49 metadata (⭐21) - pmd_tool is a command line utility that converts between different representations of SMPTE RDD49 metadata - DolbyLaboratories/pmd_tool

• Extracting contextual information from video assets - for an improved Netflix user experience

• Eyevinn/srt-metadata-extractor (⭐1) - Contribute to Eyevinn/srt-metadata-extractor development by creating an account on GitHub.

• M2amedia SCTE35 Dump for MPEGTS (⭐34) - M2A Media's tool for extracting SCTE-35 markers from MPEG-TS streams.

• MediaArea/MediaInfo (⭐1.6k) - Convenient unified display of the most relevant technical and tag data for video and audio files. - MediaArea/MediaInfo

• VTCLab Media Analyzer - In-browser tool that helps to analyze the internal structure of MPEG-TS and MP4/MOV files

• abinashmeher999/voice-data-extract (⭐19) - A command line interface to combine text information from subtitles with voice data in the video. Provides a convenient way to generate training data for speech-recognition purposes. - abinashmeher...

• brendanlong/mpeg-ts-inspector: A command-line tool for inspecting MPEG-TS files (⭐21) - A command-line tool for inspecting MPEG-TS files. Contribute to brendanlong/mpeg-ts-inspector development by creating an account on GitHub.

• essential61/mp4analyser (⭐98) - mp4 file analyser written in Python.

• quodlibet/mutagen (⭐1.7k) - Python module for handling audio metadata.

• sannies/isoviewer: GUI application to have closer look ISO 14496-12 and other MP4 files. (⭐235) - GUI application to have closer look ISO 14496-12 and other MP4 files. - sannies/isoviewer

• sbraz/pymediainfo: A Python wrapper around the MediaInfo library (⭐335) - A Python wrapper around the MediaInfo library. Contribute to sbraz/pymediainfo development by creating an account on GitHub.

• xk media library (⭐432) - Scan millions of files with ffmpeg and access the metadata as a SQLite database. Also, a CLI alternative to media browsers like Plex or Jellyfin

Media Analysis, Quality Metrics & AI Tools / Quality Analysis & Metrics

• Best Practices for End-to-End Workflow Monitoring | Streaming Video Alliance -

• Dolby Stream Validator -

• Dolby Stream Validator - Dolby's Stream Validator assesses streaming content for Dolby audio and video standards, ensuring high-quality media delivery.

• MarcAntoine-Arnaud/wisual (⭐22) - Web for Visual Quality Assessment.

• QCTools Documentation - QCTools (Quality Control Tools for Video Preservation) is a free and open source software tool that helps users analyze and understand their digitized video files through use of audiovisual analytics and filtering. QCTools is funded by the National Endowment for the Humanities and the Knight Foundation, and is developed by the Bay Area Video Coalition.

• Quality of Experience in Streaming - In Eyevinn Technology’s ambition to broader our sharing of knowledge we now expand this with addressing quality. In today’s landscape of…

• Rolinh/VQMT (⭐377) - VQMT: Video Quality Measurement Tool. Fast implementations of the following objective image quality metrics: PSNR, SSIM, MS-SSIM, VIFp, PSNR-HVS and PSNR-HVS-M. - Rolinh/VQMT

• Telecommunication-Telemedia-Assessment/AVRate (⭐8) - An open source modular Audio/Visual subjective evaluation test interface - Telecommunication-Telemedia-Assessment/AVRate

• The Challenge to Maintain and Translate Creative Visual Ideas to Everyone’s Viewing Devices - Many articles have already been posted drawing conclusions on what went wrong with the visual quality of a very popular TV show that was…

• Toward A Practical Perceptual Video Quality Metric - measuring video quality accurately at scale

• Unified Streaming Validator - Unified Streaming's Validator checks the compliance and quality of streaming content, supporting various streaming protocols.

• VQEG Tools and Subjective Labs Setup - Providing the video quality research community with a wide variety of software tools and guidance in order to facilitate research.

• VQEG/software-tools (⭐7) - VQEG's Software and Tools Website.

• Video Bench — How measure your video quality easily - Introduction

• Video Quality Assessment - In Eyevinn’s initiative to share our knowledge around quality we continue with addressing video quality assessment; from both a subjective…

• bavc/qctools (⭐336) - A tool or resource for quality-analysis-metrics.

• crunchyroll/objective_perceptual_analysis (⭐25) - A tool or resource for quality-analysis-metrics.

• cta-wave/R4WG20-QoE-Metrics (⭐28) - Issue tracking repository for the R4-Wg20 QoE Initiative - cta-wave/R4WG20-QoE-Metrics

• ebu/test-engine-live-tools (⭐18) - Small tools and scripts for the EBU test engine platform. - ebu/test-engine-live-tools

• slhck/ffmpeg-debug-qp (⭐76) - FFmpeg Debug Script for QP Values

Media Analysis, Quality Metrics & AI Tools / Scene Detection & Segmentation

• albanie/shot-detection-benchmarks: A comparison of ffmpeg, Shotdetect and PySceneDetect for shot transition detection (⭐121) - A comparison of ffmpeg, Shotdetect and PySceneDetect for shot transition detection - albanie/shot-detection-benchmarks

• erikkaashoek/Comskip (⭐646) - A free commercial detector.

• slhck/scenecut-extractor (⭐86) - Extract scenecuts from video files using ffmpeg

Media Analysis, Quality Metrics & AI Tools / Video Analytics & Benchmarking

• AlvianPrasetya/transcoding: FFmpeg transcoders benchmark (⭐2) - FFmpeg transcoders benchmark. Contribute to AlvianPrasetya/transcoding development by creating an account on GitHub.

• DVB Inspector - Download DVB Inspector for free. DVB transport stream analyzer written in java. DVB Inspector is a java program to analyze captured DVB-streams. It is not a real time tool that can interact with PC-TV DVB hardware directly.

• Saurabh702/ffmpeg-scale-benchmark (⭐2) -

• Stream Analyzer - ts analyzer, stream validation, ETSI TR 101 290 | Elecard: Video Compression Guru - Professional Video Analysis Tool For Syntax Analysis Of Encoded Media Streams. Operates With MPEG-2 PS/TS, VES and MP4 Files. Automation, batch execution via Command Line Interface. Check your multiplexer

• VQEG/streamsim (⭐6) -

• ebu/test-engine-ondemand (⭐3) - EBU on-demand test engine.

• fluendo/fluster (⭐64) - Testing framework for decoders conformance.

• intel/vaapi-fits (⭐33) -

• slhck/ffmpeg-bitrate-stats (⭐143) - Calculate bitrate statistics using FFmpeg

Media Analysis, Quality Metrics & AI Tools / VMAF, PSNR, SSIM Tools

• Collection of VMAF Resources - A colleague asked for some resources relating to VMAF. Rather than answer in an email I thought I would create a post around it. Some of these are from Netflix, most from me (Jan Ozer). I’ve broken the items into three groups; Computing VMAF, Using VMAF, and About VMAF. I hope you find this collection useful.…

• JNoDuq/videobench (⭐253) - VMAF PSNR Bitrate Analyzer.

• Netflix/vmaf (⭐5k) - Perceptual video quality assessment based on multi-method fusion. - Netflix/vmaf

• VMAF: The Journey Continues - by Zhi Li, Christos Bampis, Julie Novak, Anne Aaron, Kyle Swanson, Anush Moorthy and Jan De Cock

• gdavila/easyVmaf (⭐186) - Python script to easily compute VMAF using FFmpeg. It allows to deinterlace, scale and sync Ref and Distorted video automatically - gdavila/easyVmaf

• slhck/ffmpeg-quality-metrics (⭐470) - Calculate quality metrics with FFmpeg (SSIM, PSNR, VMAF)

Build Tools, Deployment & Utility Libraries / API Libraries & SDKs

• Hybrik API Reference - A tool or resource for api-libraries-sdks.

• Kagami/ffmpeg.js (⭐3.4k) - Port of FFmpeg with Emscripten.

• T-Pham/RokuJSONHelperNode (⭐2) - Roku SceneGraph JSON Helper.

• XML + Code + Good times = RSG Application - Written by John Zolezzi — April 6th 2018

• chrishoffman/brightscript-json (⭐11) - JSON parser for Roku's proprietary Brightscript language - chrishoffman/brightscript-json

• exegersha/network-benchmark (⭐2) - Proof of concept. Roku app implementing network layer using scene graph nodes. - exegersha/network-benchmark

• gabek/Amplitude-Brightscript (⭐2) - A Brightscript (Roku) library for submitting analytics to Amplitude - gabek/Amplitude-Brightscript

• gabek/SegmentIO-Brightscript (⭐5) - A BrightScript interface to SegmentIO event tracking - gabek/SegmentIO-Brightscript

• imageio/imageio-ffmpeg (⭐257) - FFMPEG wrapper for Python.

• nextbreakpoint/ffmpeg4java (⭐36) - FFmpeg4Java provides a JNI wrapper of FFmpeg library - nextbreakpoint/ffmpeg4java

• rokucommunity/vscode-brightscript-language (⭐119) - A Visual Studio Code extension for Roku's BrightScript language - rokucommunity/vscode-brightscript-language

• rokudev/automated-channel-testing (⭐78) - Roku Automated Channel Testing: Selenium-based WebDriver + Robot Framework + Samples - rokudev/automated-channel-testing

• rolandoislas/BrightWebSocket (⭐14) - RFC 6455 WebSocket Library for the Roku.

Build Tools, Deployment & Utility Libraries / Build Scripts & Automation

• This gist will generate an Intel QSV-enabled FFmpeg build using the open source Intel Media SDK. Testbed used: Ubuntu 18.04LTS. A fallback is also provided for the intel vaapi driver where needed. - This gist will generate an Intel QSV-enabled FFmpeg build using the open source Intel Media SDK. Testbed used: Ubuntu 18.04LTS. A fallback is also provided for the intel vaapi driver where needed. ...

• compile and install latest ffmpeg source as pkg - compile and install latest ffmpeg source as pkg. GitHub Gist: instantly share code, notes, and snippets.

• kewlbear/FFmpeg-iOS-build-script (⭐3.1k) - Shell scripts to build FFmpeg for iOS and tvOS.

• markus-perl/ffmpeg-build-script (⭐1.1k) - The FFmpeg build script provides an easy way to build a static FFmpeg on OSX and Linux with non-free codecs included. - markus-perl/ffmpeg-build-script

• pyke369/sffmpeg (⭐136) - Full-featured static FFmpeg build helper.

• rdp/ffmpeg-windows-build-helpers (⭐1.1k) - Helper script for cross compiling some media tools for windows, like customizable ffmpeg.exe (with or without non-free components, etc), and some other bonuses like mplayer, mp4box, mxf, etc. - rdp...

• sunhailin-Leo/AutoConfigShellScript: Automatically compile and configure ffmpeg, Python 3.7.2(default), PyAV, OpenCV, Keras, Tensorflow(CPU Mode) and other relative environment. (⭐3) - Automatically compile and configure ffmpeg, Python 3.7.2(default), PyAV, OpenCV, Keras, Tensorflow(CPU Mode) and other relative environment. - sunhailin-Leo/AutoConfigShellScript

• willowtreeapps/ukor (⭐50) - A Roku build tool with support for build flavors.

Build Tools, Deployment & Utility Libraries / Command-line Utilities & Wrappers

• CCecilia/roku-suite-desktop (⭐7) - Tool suite for Roku channel development.

• Comcast/eel (⭐107) - A simple proxy service to forward JSON events and transform or filter them along the way. - Comcast/eel

• bcpierce00/unison (⭐4.7k) - Unison file synchronizer.

• bramp/ffmpeg-cli-wrapper (⭐1.8k) - Java wrapper around the FFmpeg command line tool.

• georgejecook/rooibos (⭐77) - simple, flexible, fun brightscript test framework for roku scenegraph apps - georgejecook/rooibos

• kokorin/Jaffree (⭐509) - Java ffmpeg and ffprobe command-line wrapper.

• rclone/rclone (⭐51k) - rsync for cloud storage - Google Drive, Amazon Drive, S3, Dropbox, Backblaze B2, One Drive, Swift, Hubic, Cloudfiles, Google Cloud Storage, Yandex Files - rclone/rclone

• rokucommunity/brighterscript-formatter (⭐15) - A code formatter for BrighterScript (and BrightScript) - rokucommunity/brighterscript-formatter

• sitkevij/mp (⭐10) - A tool or resource for command-line-utilities-wrappers.

• sjbarag/brs-testbed (⭐5) - A simple, buildable Roku channel that executes arbitrary BrightScript files. - sjbarag/brs-testbed

• streamlink/streamlink (⭐11k) - Streamlink is a CLI utility which pipes video streams from various services into a video player - streamlink/streamlink

Build Tools, Deployment & Utility Libraries / Docker & Containerization Tools

• A Docker container with the video streaming tools you need - As a video streaming technician there are a number of tools that you find yourself using on a daily basis. Wouldn’t it be handy if all…

• ElderByte-/docker-java-media (⭐1) - JRE 10 (Java 10) and media tools (ffmpeg).

• Eyevinn/docker-serve (⭐3) - A simple Python based HTTP server that sets CORS allow headers. Useful for streaming from files on local computer - Eyevinn/docker-serve

• Eyevinn/toolbox (⭐239) - A set of Docker containers with Streaming tools.

• NVIDIA/nvidia-docker (⭐17k) - Build and run Docker containers leveraging NVIDIA GPUs - NVIDIA/nvidia-docker

• alfg/docker-bento4 (⭐13) - A dockerized Bento4 from source. Built on Alpine Linux. - alfg/docker-bento4

• minio/minio (⭐54k) - MinIO is a high performance object storage server compatible with Amazon S3 APIs - minio/minio

• realeyes-media/alpine-bento-ffmpeg (⭐1) - Alpine Linux with FFMPEG, Bento, and PM2.

• silencecorner/jre-ffmpeg-apline (⭐1) - Dockerfile jre8 (⭐178) and ffmpeg - silencecorner/jre-ffmpeg-apline

Build Tools, Deployment & Utility Libraries / Logging & Debugging Tools

• Chrome Media Internals - A built-in Chrome tool that provides detailed logs and diagnostics for media playback and streaming issues.

• Man in the Middle Proxy (⭐40k) - An interactive HTTPS proxy that allows inspection, modification, and debugging of network traffic, useful for video streaming analysis.

• leandromoreira/video-containers-debugging-tools (⭐49) - A set of command lines to debug video streaming files like mp4 (MPEG-4 Part 14), ts (MPEG-2 Part 1), fmp4 in Dash, HLS, or MSS, with or without DRM. - leandromoreira/video-containers-debugging-tools

• rokudev/unit-testing-framework (⭐79) - Tool for automating and testing Roku channels.

• veeta-tv/jasmine-roku (⭐5) - Example jasmine tests using node-roku-test for verifying Roku channel behavior - veeta-tv/jasmine-roku

Build Tools, Deployment & Utility Libraries / Performance & Monitoring Tools

• Automated Testing on Devices - key concepts and infrastructure

Standards, Specifications & Industry Resources / Adaptive Streaming Standards

• AOMediaCodec/av1-rtp-spec (⭐66) - Current draft (HTML): https://aomediacodec.github.io/av1-rtp-spec/ - AOMediaCodec/av1-rtp-spec

• Apple HLS - IETF RFC8216 - Defines both the metadata structure and some client/server requirements

• DASH-IF IOPs - A tool or resource for adaptive-streaming-standards.

• DASH-IF-IOP-v3.2-diff-3.1.pdf -

• Dashif Conformance - The DASH Industry Forum provides a conformance tool to validate MPEG-DASH content against the DASH standard.

• Guidelines for Implementation: DASH-IF Interoperability Points - A tool or resource for adaptive-streaming-standards.

• HLS Authoring Specification for Apple Devices | Apple Developer Documentation - A tool or resource for adaptive-streaming-standards.

• ISO - ISO/IEC 23009-1:2019 - Information technology — Dynamic adaptive streaming over HTTP (DASH) — Part 1: Media presentation description and segment formats - Information technology — Dynamic adaptive streaming over HTTP (DASH) — Part 1: Media presentation description and segment formats

• ISO/IEC 23009-1:2019 - Information technology — Dynamic adaptive streaming over HTTP (DASH) — Part 1: Media presentation description and segment formats

• MPEG Common media application format (CMAF) for segmented media - ISO/IEC 23000-19 - Defines the file format and structure

• MPEG DASH - ISO/IEC 23009-01 - Defines both the metadata structure and associated media format(s)

• The Real-Time Messaging Protocol Explained - A tool or resource for adaptive-streaming-standards.

• draft-pantos-hls-rfc8216bis-00 - HTTP Live Streaming 2nd Edition - A tool or resource for adaptive-streaming-standards.

• jamesfining/scte (⭐11) - Python library to work with SCTE standards.

• latest HLS Spec - A tool or resource for adaptive-streaming-standards.

• webmproject/opus-dash: Specification for Encapsulating Opus Audio in ISO-BMFF Container (⭐10) - Specification for Encapsulating Opus Audio in ISO-BMFF Container - webmproject/opus-dash

Standards, Specifications & Industry Resources / Best Practices & Guidelines

• Apple Got It Wrong: Encoding Specs for HEVC in HLS - Adding HEVC to your HLS streams is looking like a no brainer, but if you decide to do so, you may not want to take Apple's HEVC encoding recommendations verbatim. You'll deliver noticeably higher quality video if you follow the advice detailed below.

• Dolby Vision for Content Creators | Dolby Laboratories - The Dolby Vision integrated workflow gives you the tools needed to efficiently create wide color gamut and high dynamic range content and ensures that the look you create in the color suite stays true when experienced across across a multitude of devices. With Dolby Vision high dynamic range imaging, you get bolder highlights and incredible contrast. That means greater sharpness, depth, and more detailed shadows to expand your storytelling possibilities like never before.

• EBU R128 Introduction - Florian Camerer - Florian Camerer gives an introduction to the European Broadcasting Union's R128 Broadcast Standard and speaks in general about perceived loudness, peak norma...

• Frequently Asked Questions on High Dynamic Range and Hybrid Log-Gamma - FAQ regarding HDR by BBC R&D

• Fyrd/caniuse (⭐5.8k) - Raw browser/feature support data from caniuse.com.

• HLG vs PQ Systems for HDR Television - Article explaining hlg vs pq in depth.

• IMF: A Prescription for Versionitis - the emerging Interoperable Master Format standard

• Techniques for Establishing and Maintaining Audio Loudness for Digital Television - A tool or resource for best-practices-guidelines.

• amiaopensource/cable-bible (⭐78) - A guide to cables and connectors used for audiovisual tech - amiaopensource/cable-bible

Standards, Specifications & Industry Resources / Closed Captioning & Subtitling Standards

• EBU-TT Live Interoperability Toolkit - A tool or resource for closed-captioning-subtitling-standards.

• IMSC 1.0.1 Text test content (⭐2) - A tool or resource for closed-captioning-subtitling-standards.

• IMSC 1.1 Image test content (⭐2) - A tool or resource for closed-captioning-subtitling-standards.

• IMSC 1.1 Text test content (⭐3) - A tool or resource for closed-captioning-subtitling-standards.

• IMSC HRM validator (⭐8) - Validator for the IMSC Hypothetical Render Model (HRM), which constrains TTML document complexity

• IMSC Specification - A tool or resource for closed-captioning-subtitling-standards.

• TTML/WebVTT Coding of audio-visual objects - ISO/IEC 14496-30 - Defines formatting for text tracks webvtt or ttml

• Web Video Text Tracks Format (WebVTT) - Web Video Text Tracks Format (WebVTT) is a format for displaying timed text tracks (such as subtitles or captions) using the track element.

Standards, Specifications & Industry Resources / DRM & Content Protection Standards

• Can I use... Support tables for HTML5, CSS3, etc -

• Common Encryption - ISO/IEC 23001-7 - Defines encryption of media supported for receiving devices

• Dashif Content Protection List - A list of content protection schemes recognized by the DASH Industry Forum for securing DASH streaming content.

• w3c/encrypted-media (⭐186) - Encrypted Media Extensions.

Standards, Specifications & Industry Resources / Industry Forums & Standards Bodies

• EBU Evaluations of Multichannel Audio Codecs - A tool or resource for industry-forums-standards-bodies.

• How Do I Become an ANSI Member - A tool or resource for industry-forums-standards-bodies.

• MPEG About - A tool or resource for industry-forums-standards-bodies.

• MPEG Meetings - A tool or resource for industry-forums-standards-bodies.

• MPEG home page - A tool or resource for industry-forums-standards-bodies.

• MPEG: What Happened? - At the end of last month, MPEG co-founder Leonardo Chiariglione announced the 'MPEG is closed.' That's not quite true, but it is undergoing a reorganization. So what does that mean for the organization and the new codec standards it is bringing out this year?

• Official Registration Authority for the ISOBMFF family of standards - A tool or resource for industry-forums-standards-bodies.

• RIST Forum - The RIST forum manage the Reliable Internet Stream Transport (RIST), for transporting live video over unmanaged networks.

• SRT Alliance - Home page for the SRT protocol

• Video Quality Experts Group (VQEG) -

• ebu/awesome-broadcasting (⭐1.6k) - A curated list of amazingly awesome open source resources related to broadcast technologies - ebu/awesome-broadcasting

Standards, Specifications & Industry Resources / Video Codec Specifications

• AAC Audio Coding Standard - ISO/IEC 14496-3 - Defines the compressed audio format AAC

• AV1 decoder model - Description of the AV1 decoder model.

• AVC/HEVC in ISOBMFF - ISO/IEC 14496-15 - Defines the carriage of AVC/HEVC in ISOBMFF

• AVC/h264 Video Coding Standard - ISO/IEC 14496-10 - Defines the compressed video format for AVC/h264

• FFmpeg/FFV1 (⭐172) - The FFV1 lossless video codec specification.

• H.264 profiles and levels | Inside & Outside MediaCoder -

• HDMI 2.1: features, specs and news about the latest HDMI standard - The gateway to a super high-definition future is ever-nearing

• HEVC/H.265 Video Coding Standard: Part 1 - Dr. Dan Grois, Benjamin Bross, Dr. Detlev Marpe and Karsten Sühring HEVC/H.265 Video Coding Standart including the Range Extensions Scalable Extensions and M...

• HEVC/H.265 Video Coding Standard: Part 2 - Dr. Dan Grois, Benjamin Bross, Dr. Detlev Marpe and Karsten Sühring HEVC/H.265 Video Coding Standart including the Range Extensions Scalable Extensions and M...

• HEVC/h265 Video Coding Standard - ISO/IEC 23008-2 - Defines the compressed video format HEVC/h265

• ISO Base Media File Format Reference Software (⭐142) - A tool or resource for video-codec-specifications.

• Inside MPEG's Ambitious Plan to Launch 3 Video Codecs in 2020 - The pace of innovation is getting faster and the demands on video codecs are getting greater. MPEG's three-part plan answers questions of royalties, licensing, and computational efficiency. Meet VVC, MPEG-5 Part 1 (EVC), and MPEG-5 Part 2 (LCEVC).

• MPEG Event message track format for the ISO base media file format - ISO/IEC 23001-18 - Defines the file format and structure

• MPEG High Efficiency Image File Format (HEIF) - A tool or resource for video-codec-specifications.

• MPEG ISOBMFF 'MP4' - ISO/IEC 14496-12 - Defines the file format and structure

• MPEG point cloud compression - A tool or resource for video-codec-specifications.

• MPEG-H Audio a Next Generation Audio (NGA) codec - ISO/IEC 23008-3 - Defines the compressed audio format MPEG-H Audio a Next Generation Audio (NGA) codec

• Overview of the H.264/AVC video coding standard - Circuits and Systems for Video Technology, IEEE Transactions on -

• Standardization of High Efficiency Video Coding (HEVC) - Standardization of High Efficiency Video Coding (HEVC) Jens-Rainer Ohm, Institute of Communication Engineering, RWTH Aachen University, DE

• The H.264 Sequence Parameter Set - [vc_row][vc_column][vc_column_text]This is a follow-up to my World’s Smallest H.264 Encoder post. I’ve received several emails asking about precise details of things in two entities in the H.264 bitstream: the Sequence Parameter Set (SPS) and the Picture Parameter Set (PPS). Both entities contain information that an H.264 decoder needs to decode the video data, for example,…

• The Market Significance of Apple's Adopting HEVC: Here's What I Think - At the recent World Wide Developer's Conference (WWDC), Apple announced that the next versions of Safari, iOS, and tvOS will support HLS with HEVC encoded video. This puts Apple firmly in the HEVC camp, with the Alliance for Open Media camp (Amazon, Cisco, Intel, Google, Microsoft, Mozilla, Netflix,

• Video Coding - BBC R&D - BBC video encoding R&D home page

Learning, Tutorials & Documentation / Books & Courses

• Circles of Confusion - 2009-01-01. Roberts, Alan.

• Communicating Pictures - 2014-06-20 (1st Edition). Bull, David.

• Fundamentals of Multimedia - 2022-02-17 (3rd Edition). Ze-Nian Li (Author), Mark S. Drew (Author), Jiangchuan Liu.

• The Good Parts of LibVLC - 2022-09-15. Finkel, Martin.

• Video Compression Handbook - 2018-07-03 (2nd Edition). Beach, Andy; Owen, Aaron.

Learning, Tutorials & Documentation / Case Studies & Whitepapers

• Byte Down: Making Netflix’s Data Infrastructure Cost-Effective -

• Improving our video encodes for legacy devices - by Mariana Afonso, Anush Moorthy, Liwei Guo, Lishan Zhu, Anne Aaron

• Streaming Live From the Battlefield: Military Video in 2019 - Metadata and low-latency video create a tactical advantage in intelligence-gathering and decision making. Discover why HEVC is gaining momentum in the armed forces, and Android is preferred over iOS.

• Video in the War Zone: The Current State of Military Streaming - For the armed forces, streaming is a matter of national security. Here's an exclusive look at how the military, from analysts to ground troops, is using streaming video.

Learning, Tutorials & Documentation / Community Blogs & Forums

• About Frame Rates or Why 29.97? - I recently remembered this popular post from my old blog. Since that blog no longer exists, I thought I would repost it here. Since I wrote this post about a decade ago, many others of done a much better job describing this in detail. I highly recommend the following two videos by Alec Watson fro

• OTT Content Delivery - Background

Learning, Tutorials & Documentation / Encoding & Transcoding Guides

• 3 Cases from a Video Expert: Encoding Basics - Introduction

• Back to Basics: Encoding Definition and Adaptive Bitrate - A tool or resource for encoding-transcoding-guides.

• CRF Guide (Constant Rate Factor in x264, x265 and libvpx) - What is the Constant Rate Factor?

• Encoding-for-HEVC - A tool or resource for encoding-transcoding-guides.

• FFmpeg Threads Command: How it Affects Quality and Performance - So, I received an email from an acquaintance that read, “I was curious if there is actually any benefit to a “threads=” type custom command in x264. Specifically many streamers are buying 8 core/16 thread CPUs to encode as a standalone client capturing information from a video capture device.” I had an article on FFmpeg…

• FFmpeg and how to use it wrong - I’ve been in the streaming media industry since 2008 and have seen a lot of misinformation regarding both FFmpeg and libx264. In this post I hope to help shed some light on what does and does…

• Guide to HEVC/H.265 Encoding and Playback - HEVC's main advantage over H.264 is that it offers roughly double the compression ratio for the same quality. This means that a video file encoded with HEVC can occupy half the space of its H.264 equivalent with no noticeable change in quality, or the same amount of space with improved quality.

• How to Set Audio Levels for Video - Bad sound can easily ruin good footage. Use these tips when it comes time to set audio levels for video and film projects.

• Introduction to H.264: (1) NAL Unit | Yumi Chan's Blog - This article is to introduce H.264 and provide a overview of NAL Unit. It also explains NALU header byte which contains the basic information of a NALU.

• Saving on Encoding and Streaming: Deploy Capped CRF – Streaming Learning Center - This is the second in a five-part series on how to cut your encoding and streaming costs. The first article was Saving on Encoding: Adjust Encoding Configuration to Increase Capacity. Article summary: Capped CRF encoding is a single-pass encoding method that can save encoding costs compared to two-pass VBR. Capped CRF is also a simple per-title…

• Understanding Rate Control Modes (x264, x265, vpx) - What is “rate control”? It’s what a video encoder does when it decides how many bits to spend for a given frame. The goal of (lossy) video encoding is to sav...

• Video Coding Basics - How is this so efficient? - An introduction to the basics of video coding

• Video Encoding — Compression and Resolutions - Written by: Boris Asadanin, Streaming Media Consultant at Eyevinn Technology

• Video and containers - NALU, Annex B, and Start Codes

• ffmpeg tutorial -

• leandromoreira/digital_video_introduction (⭐16k) - A hands-on introduction to video technology: image, video, codec (av1, vp9, h265) and more (ffmpeg encoding). - leandromoreira/digital_video_introduction

• leandromoreira/ffmpeg-libav-tutorial (⭐10k) - FFmpeg libav tutorial - learn how media works from basic to transmuxing, transcoding and more - leandromoreira/ffmpeg-libav-tutorial

• slhck/ffmpeg-encoding-course (⭐101) - An introduction to FFmpeg and its tools.

• transitive-bullshit/awesome-ffmpeg (⭐1.1k) - 👻 A curated list of awesome FFmpeg resources.

• x264 FFmpeg Options Guide - Linux Encoding - A tool or resource for encoding-transcoding-guides.

Learning, Tutorials & Documentation / Player Development Documentation

• Demystifying HTML5 Video Player - In this post we will go under the hood of a HTML video player for video streaming. With the exception of Apple and their browser Safari, no…

• nickdesaulniers/netfix (⭐173) - Let's build a Netflix.

Learning, Tutorials & Documentation / Subtitle & Caption Tutorials

• Quick Tutorial: How to Increase Volume in Audacity [2019 Update] - How to increase volume in Audacity? This article will guide you to change volume in Audacity and its alternative tool. You can pick up one of them to edit volume in Audacity as you like.

Learning, Tutorials & Documentation / Video Streaming Tutorials

• Eyevinn/streaming-onboarding (⭐556) - New to streaming and don't know where to start? This is the place for you! - Eyevinn/streaming-onboarding

• Guide to Mobile Video Streaming with HLS - HTTP Live Streaming, also known as HLS, is the most common format used today for streaming video. If you're building a video streaming application today, you should probably use HLS. Apple created the HLS standard in 2009, and it is the required streaming format for iOS devices. Since then, Android

• HLS adaptive streaming tutorial with CloudFront & JW Player | Miracle Tutorials - A step-by-step HLS adaptive streaming tutorial with CloudFront & JW Player in two parts. It is easier than you think. This tutorial presumes you have

• HOW TO: View an HLS Stream in QuickTime or VLC – Softron Support Desk - A tool or resource for video-streaming-tutorials.

• How video streaming works on the web: An introduction - Note: this article is an introduction to video streaming in JavaScript and is mostly targeted to web developers. A large part of the…

• HowVideo.works -

• Internet Video Streaming — ABR part 1 - Background

• Internet Video Streaming — ABR part 2 - Background

• Introduction to HTTP Live Streaming: HLS on Android and More - This article explains how HTTP Live Streaming works and demonstrates how to create an HLS player in Android.

• Understanding the HTTP Live Streaming Architecture | Apple Developer Documentation - A tool or resource for video-streaming-tutorials.

• Video Streaming Cheatsheet - The Video Streaming Cheatsheet is a double sided page, suitable for printing, that contains common terminology used in the video streaming industry in a quick reference format

• liwf616/awesome-live-stream (⭐467) - Webrtc && Nginx && DASH && Quic 学习资料收集，持续更新中.

Learning, Tutorials & Documentation / Webinars & Conference Talks

• A short history of video coding - Video coding is an essential component of video streaming, digital TV, video chat and many other technologies. This presentation, an invited lecture to the US …

• Advances in HTTP Live Streaming - WWDC 2017 - Videos - Apple Developer - HTTP Live Streaming allows you to stream live and on-demand content to global audiences. Learn about great new features and enhancements...

• Demuxed 2016 - 2016 Demuxed talks & presentations

• Demuxed 2017 - 2017 Demuxed talks & presentations

• Demuxed 2018 - 2018 Demuxed talks & presentations

• Demuxed 2019 - 2019 Demuxed talks & presentations

• Demuxed 2020 - 2020 Demuxed talks & presentations

• Demuxed 2021 - 2021 Demuxed talks & presentations

• Demuxed 2022 - 2022 Demuxed talks & presentations

• Demuxed | Heavybit - Demuxed is a podcast made for and by engineers working with video. Brought to you by Heavybit.

• From Sys Admin to Netflix SRE - Talk by Jonah Horowitz, Albert Tobey What does it take to be a Netflix SRE? With tens of thousands of Linux instances in a distributed system architecture, a...

• Mile High Video 2018 Proceedings - Mile High Video 2018 talks & presentations

• Mile High Video 2019 Proceedings - Mile High Video 2019 talks & presentations

• The Video Insiders - Video Insiders Podcast

• Video: HLS and DASH Multi-Codec Encoding & Packaging - Free educational webinars, videos and other resources focused on the Broadcast Industry

• Vittorio Giovara - Color Me Intrigued: A Jaunt Through Color Technology in Video - This talk aims to shed light on colorspaces - what they are, how and why they work, why we should care about handling edge cases properly. Starting with hist...

• WebAssembly (Wasm) - WebAssembly (Wasm) On the Edge Kevin Staunton-Lambert Solutions Architect R&D @kevleyski www.switch.tv Wasm)

• WildFires - VOD2Live Kevin Staunton-Lambert Solutions Architect R&D @kevleyski Wild Fire! How video engineers can help save lives www.switch.tv

Transcoding, Codecs & Hardware Acceleration / Benchmarking & Performance Tools for Codecs

• 2501world/transcoding-performance-trial: Runs FFmpeg transcoding processes simultaneously and measures CPU performance (⭐3) - Runs FFmpeg transcoding processes simultaneously and measures CPU performance - 2501world/transcoding-performance-trial

Transcoding, Codecs & Hardware Acceleration / Comparative Analysis of Codecs

• A Large-Scale Comparison of x264, x265, and libvpx - a Sneak Peek

Transcoding, Codecs & Hardware Acceleration / Hardware Codecs & Acceleration

• intel/gmmlib (⭐177) -

• intel/intel-vaapi-driver (⭐314) - VA-API user mode driver for Intel GEN Graphics family - intel/intel-vaapi-driver

• intel/libva (⭐706) - Libva is an implementation for VA-API (Video Acceleration API) - intel/libva

• intel/media-driver (⭐1.1k) -

Transcoding, Codecs & Hardware Acceleration / Next-Generation Codecs (AV1, VVC)

• AV1 Codec - Working with the AV1 Codec Kevin Staunton-Lambert Solutions Architect R&D @kevleyski www.switch.tv

• aom - Git at Google -

Transcoding, Codecs & Hardware Acceleration / Open Source Encoder Projects

• AK1194/Video-Compression-motion-estimation-block-video-encoder: This repository is about video compression, and more specifically about the motion estimation block (ME block) of a video encoder. It is a research project for developing an efficient motion (⭐12) - This repository is about video compression, and more specifically about the motion estimation block (ME block) of a video encoder. It is a research project for developing an efficient motion estima...

• Introducing SVT-AV1: a scalable open-source AV1 framework - by Andrey Norkin, Joel Sole, Kyle Swanson, Mariana Afonso, Anush Moorthy, Anne Aaron

• SVT-AV1: an open-source AV1 encoder and decoder - by Andrey Norkin, Joel Sole, Mariana Afonso, Kyle Swanson, Agata Opalach, Anush Moorthy, Anne Aaron

• multicoreware / x265 / wiki / Home — Bitbucket - A tool or resource for open-source-encoder-projects.

• x265 Documentation — x265 documentation - A tool or resource for open-source-encoder-projects.

• xiph/rav1e (⭐3.9k) - The fastest and safest AV1 encoder.

Transcoding, Codecs & Hardware Acceleration / Software Codecs

• videolan/dav1d - dav1d is the fastest AV1 decoder on all platforms.

DRM, Security & Content Protection / Case Studies & Best Practices in DRM

• HEVC DRM Market Update - Since time eternal, the streaming industry has toiled with and extolled the virtues of CODECs and their key enablement of the entire digital video experience. Now comes the latest candy in the increasingly large bowl, H.265 (MPEG-H Part 2) or as it’s more commonly known. HEVC.

• How to Protect Your Content With DRM - Lock it down. If you're streaming proprietary or premium online video, it's time to take the step up to true digital rights management protection. Here's how to get started.

• Securing OTT Content — DRM - Written by: Boris Asadanin, Streaming Media Consultant and Partner at Eyevinn Technology

• The Hitchhiker's Guide to DRM - A gentle guide to the world of Digital Rights Management. It includes a technology overview of AES, EME, CDM, CENC, Keys, and then explores popular DRM technologies such as Google Widevine, Apple FairPlay, Microsoft PlayReady, and finally, Multi-DRM.

DRM, Security & Content Protection / DRM Solutions & Implementations

• Axinom DRM Decoders - Axinom offers DRM tools for encoding and decoding, ensuring secure streaming media delivery.

• Digital Rights Management (DRM) – Everything you need to know - A tool or resource for drm-solutions-implementations.

• TheDRMBlog | CENC - CENC | The DRM Blog - Your New Official Source for Everything DRM

DRM, Security & Content Protection / DRM Testing & Validation Tools

• Axinom/cpix-validator: Web app for validating CPIX documents (⭐6) - Web app for validating CPIX documents. Contribute to Axinom/cpix-validator development by creating an account on GitHub.

DRM, Security & Content Protection / Encryption Tools for Streaming

• Advanced Encryption Techniques: ContentProtection Tags for MPDs and PSSH Boxes for DASH. - In this installment of TheDRMBlog we take an in-depth look at Advanced Encryption Techniques.

• Content Protection for HLS with AES-128 Encryption - We will outline the most popular method for content protection with the HTTP Live Streaming (HLS) protocol: AES-128 content encryption.

• Encryption & DRM with Multiple Keys — Unified Streaming - DRM with multiple keys for Unified Packager

• Generate MPEG DASH content encrypted with MPEG CENC ClearKey · Dash-Industry-Forum/dash.js Wiki (⭐5.4k) - A reference client implementation for the playback of MPEG DASH via Javascript and compliant browsers. - Dash-Industry-Forum/dash.js

DRM, Security & Content Protection / Widevine, FairPlay, PlayReady Integrations

• CrackerCat/video_decrypter (⭐324) - Decrypt video from a streaming site with MPEG-DASH Widevine DRM encryption. - CrackerCat/video_decrypter

• HLS with Widevine for Android - Taku Semba - Medium - As of the version of 2.6.0, ExoPlayer started supporting Widevine + HLS playback. WideVine is the one of the DRM schemes defined by Google…

Miscellaneous, Experimental & Niche Tools / Community & Collaboration Platforms

• The Top 656 Video Open Source Projects - Browse The Most Popular 656 Video Open Source Projects

Miscellaneous, Experimental & Niche Tools / Cross-Platform Media Tools

• haiwen/seafile (⭐13k) - High performance file syncing and sharing, with also Markdown WYSIWYG editing, Wiki, file label and other knowledge management features. - haiwen/seafile

• mar10/wsgidav (⭐1.1k) - A generic and extendable WebDAV server based on WSGI - mar10/wsgidav

• superpoweredSDK/Low-Latency-Android-iOS-Linux-Windows-tvOS-macOS-Interactive-Audio-Platform (⭐1.4k) - 🇸Superpowered Audio, Networking and Cryptographics SDKs. High performance and cross platform on Android, iOS, macOS, tvOS, Linux, Windows and modern web browsers. - superpoweredSDK/Low-Latency-Andr...

• watson-developer-cloud/text-to-speech-nodejs (⭐349) - 🔈 Sample Node.js Application for the IBM Watson Text to Speech Service - watson-developer-cloud/text-to-speech-nodejs

Miscellaneous, Experimental & Niche Tools / Independent & Hobbyist Projects

• nod/rokumote (⭐31) - osx app for controlling your roku because sometimes your kids lose the remote - nod/rokumote

• rkoshak/sensorReporter (⭐106) - A python based service that receives sensor inputs and publishes them over REST (should work with any API but mainly tested with openHAB) or MQTT. It can also receive commands and perform an action...

Miscellaneous, Experimental & Niche Tools / Research Projects & Academic Resources

• High Dynamic Range Television and Hybrid Log-Gamma - BBC R&D - BBC R&D HDR project page.

Miscellaneous, Experimental & Niche Tools / Specialized Utility Scripts

• Binary to base64: Convert between bytes and base64 — Cryptii - Base64 encoding schemes are used when binary data needs to be stored or transferred as textual data. Therefore 64 characters are chosen that are both members of a subset common to most encodings (ASCII), and also printable.

• alexgand/springer_free_books: Python script to download all Springer books released for free during the 2020 COVID-19 quarantine (⭐1.6k) - Python script to download all Springer books released for free during the 2020 COVID-19 quarantine - alexgand/springer_free_books

• ebu/content-manager (⭐7) - The Content Manager is a visual production tool which is able to generate on the fly visualisation for DAB slideshow and RadioVIS. .NET framework based, it is developed in C# and is distributed und...

Miscellaneous, Experimental & Niche Tools / Test Content & Sample Streams

• 4K Media | Free Ultra-HD / HDR / HLG / Dolby Vision 4K Video Demos - Uncompressed 4K demos, samples, and trailers, to show off your new ultra-HD (2160p) HDR/HLG/Dolby Vision television or monitor.

• Apple Reference Streams - Apple provides example streams demonstrating the features of HTTP Live Streaming (HLS) for testing and development purposes.

• BBC R&D Adaptive Bitrate Test Media - The BBC Research & Development department offers MPEG-DASH test media for developers and researchers.

• Bitmovin Test Stream - Bitmovin's Test Player allows users to experience their HTML5 video player demo, showcasing adaptive streaming capabilities.

• DASH & HLS Sample Streams - A tool or resource for test-content-sample-streams.

• Dash IF Test Assets Database - A database of test assets provided by the DASH Industry Forum for validating DASH implementations.

• Eyevinn Streaming Samples (⭐14) - A collection of HTTP streaming samples curated by Eyevinn, available for testing and development.

• MPEG DASH Sample Content | Bento4 -

• Xiph.org :: Test Media - A tool or resource for test-content-sample-streams.

• bengarney/list-of-streams (⭐145) - Community list of public test streams for HLS and DASH. - bengarney/list-of-streams

• rokudev/dolby-audio-sample (⭐8) - A collection of Dolby test content available in different streaming protocols. - rokudev/dolby-audio-sample

• video-dev/streams (⭐11) - A repository of shared streams - no media uploads.

13. Awesome Godot

Plugins and scripts / Godot 4

• Godot NDI (⭐39) - Integrates the NDI® SDK with Godot.

• GodotSx (⭐87) - Rx-like extensions for Godot's built-in signals.

• Questify (⭐198) - A graph-based quest editor and manager.

14. Colorful

Color Palettes / Web App

• Magic Gradient - Generate gradients from any keyword with AI.

15. Awesome Digital History

Archives and primary sources / Europe

• handrit.is - Catalogue of more than 15'000 manuscripts (12th–20th century) in Icelandic, Old Norse, Danish and Latin (plus a few other languages) with more than 4'000 manuscripts digitally available.

• islandskort.is - Digitized maps of Iceland, Greenland and the Arctic region (1545–1949).

• ÍSMÚS - Icelandic musical heritage collection (including recordings and sheet music), legends and fairytales.

• tímarit.is - Digitized newspapers and magazines from Iceland, Greenland and the Faroe Islands.

Archives and primary sources / Switzerland

• SKKG Digital Collection - The Foundation for Art, Culture, and History (SKKG) provides online access to its collection of approximately 100,000 objects, ranging from artworks to historical artifacts spanning from the Stone Age to the present.

16. Awesome Nextjs

Articles

• A Guide to Performance Optimization with Next.js

17. Awesome List

Computer Science

• Speech and Natural Language Processing (⭐2.2k)
  • Spanish (⭐340)
  • NLP with Ruby (⭐1.1k)
  • Question Answering (⭐758) - The science of asking and answering in natural language with a machine.
  • Natural Language Generation (⭐468) - Generation of text used in data-to-text, conversational agents, and narrative generation applications.

• Quantum Computing (⭐2.9k) - Computing that utilizes quantum mechanics and qubits on quantum computers.

• Generative AI (⭐8.8k) - Automatically generates a wide range of unique content in text, image, and audio format.

Big Data

• Splunk (⭐143) - Platform for searching, monitoring, and analyzing structured and unstructured machine-generated big data in real time.

Miscellaneous

• Ansible (⭐1.6k) - A Python-based, open-source IT configuration management and automation platform.

• Scriptable (⭐1.4k) - An iOS app for automation in JavaScript.

• Stock Trading (⭐249) - Purchase and sale of equities of publicly traded companies to generate profits.

18. Awesome Vite

Templates / React

• portfolio-vite-manifest (⭐4) - fullstack portfolio template with Vite, React, TypeScript, Manifest.

19. Awesome Sql Playground

Top SQL Playgrounds

• **RunSQL.com**
  Powerful, fast, and user-friendly online SQL compiler and playground supporting multiple databases, including MySQL, PostgreSQL, SQLite, and SQL Server. Offers real-time results, collaborative features, and interactive query sharing.

• DB Fiddle
  Supports PostgreSQL, MySQL, SQLite, and SQL Server. Great for quick query tests and schema sharing.

• SQLize Online
  Simple and effective online SQL compiler for PostgreSQL, MySQL, SQLite, and Oracle databases. Ideal for quick syntax checking.

• SQL Fiddle
  A versatile SQL playground supporting PostgreSQL, MySQL, SQL Server, Oracle, and SQLite with intuitive schema setup.

• SQLite Online
  Browser-based SQLite playground. Perfect for rapid prototyping and lightweight SQL queries.

Features to Consider

• Database Support (MySQL, PostgreSQL, SQLite, Oracle, SQL Server)

• Collaborative Editing and Query Sharing

• Instant Compilation and Results

• User Interface and Ease-of-Use

20. Awesome Playcanvas

Games / Browser Games

• Fishing League - Climb the ranks and become the ultimate angler.

Product Configurators / YouTube Playables

• Watch Configurator - Technical demo from Visionaries777.

Generative AI / YouTube Playables

• Snap AI - Use AI to create Snapchat Lenses (3D visualization built on PlayCanvas).

• Ideate - AI-powered 3D art suite on the web.

21. Awesome Newsletters

General Section / Svelte

• The Coder Cafe. One concept for coders, every day.

22. Awesome Playwright

Integrations

• Playwright Angular Schematic (⭐15) - Adds Playwright Test to your Angular project.

Utils

• @bgotink/playwright-coverage (⭐44) - Report coverage on playwright tests using v8 coverage, without requiring any instrumentation.

23. Awesome V

Web

• v-vite starter (⭐3) - A starter kit for Veb applications, preconfigured with Vite.js.

• vite.v (⭐6) - Seamless Vite.js integration for Veb applications.

24. Awesome Selfhosted

Software / Money, Budgeting & Management

• SHKeeper - Cryptocurrency payment processor with the unique combination of gateway and merchant allowing you to accept payments in multiple cryptocurrencies without fees and intermediaries. (Demo (⭐388), Source Code (⭐388)) GPL-3.0 Python

Software / Note-taking & Editors

• Standard Notes - Simple and private notes app. Protect your privacy while getting more done. That's Standard Notes. (Demo, Source Code (⭐5.8k)) GPL-3.0 Ruby

Software / Recipe Management

• Specifically Clementines - Grocery shopping app (previously Groceries), providing reliable sync with multiple users/devices (web/Android/iOS), recipes and integration with Tandoor. (Source Code (⭐253)) MIT Docker

Software / Software Development - Project Management

• ZenTao - An agile(scrum) project management system/tool. (Source Code (⭐1.4k)) AGPL-3.0 PHP

Software / URL Shorteners

• Flink - Create QR Codes, embeddable link previews for your website and crawls/scrapes metadata. (Demo) MIT Docker

Software / Web Servers

• Apache HTTP Server - Secure, efficient and extensible server that provides HTTP services in sync with the current HTTP standards. (Source Code) Apache-2.0 C/deb/Docker

25. Awesome Zsh Plugins

Themes / superconsole - Windows-only

• capsule (⭐6) - A simple single file terminal prompt that is completely customizable. Display is divided into capsules (TIMER > DIR > GIT > GIT ACTION).

• git-venv-prompt (⭐1) - Enhances your Zsh prompt with information about the current Python virtual environment and the Git status (asynchronously). It uses zsh-async to provide async updates for Git status and displays the virtual environment in the second line of the prompt.

26. Awesome Vue

Components & Libraries / Utilities

• pinia-plugin-unstorage (⭐9) - The best persistence plugin with unjs/unstorage for pinia.

27. Awesome Rust

Applications

• denoland/deno (⭐104k) - A secure JavaScript/TypeScript runtime built with V8 and Tokio

• fend (⭐852) - Arbitrary-precision unit-aware calculator

• wasmer (⭐20k) - A safe and fast WebAssembly runtime supporting WASI and Emscripten

Applications / Audio and Music

• ncspot (⭐5.9k) - Cross-platform ncurses Spotify client, inspired by ncmpc and the likes.

• Pinepods (⭐436) - A rust based podcast management system with multi-user support. Pinepods utilizes a central database so aspects like listen time and themes follow from device to device. With clients built using Tauri, it's a full cross-platform listening solution!

• Spotifyd (⭐10k) - An open source Spotify client running as a UNIX daemon.

• WhatBPM (⭐85) - A daily statically generated information resource for electronic dance music producers. Provides daily analytics on the most frequently used values for each EDM genre: tempos, keys, root notes, and so on, using publicly available data such as Beatport and Spotify.

Applications / Blockchain

• beerus (⭐262) - Beerus is a trustless StarkNet Light Client, ⚡blazing fast ⚡

Applications / Security tools

• 0xdea/augur (⭐48) [augur] - Reverse engineering assistant that extracts strings and related pseudo-code from a binary file

Applications / System tools

• nwiizo/tfmcp (⭐321) - Terraform MCP Tool - CLI for AI assistants to manage Terraform environments via Model Context Protocol.

Libraries / Cloud

• Azure
  • Azure/azure-sdk-for-rust (⭐830) - Official Azure SDK for Rust

Libraries / Data processing

• cocoindex (⭐2.2k) - ETL framework to build fresh index

28. Awesome Generative Deep Art

Ethics, Philosophical questions and Discussions about Generative AI

• 🔭 The Einstein AI model

AI-Powered Code Generation

• ZZZ Code AI: AI-powered free website to get any programming question answered or code generated.

• batchai (⭐78): A supplement to Copilot and Cursor - utilizes AI for batch processing of project codes

• Archie: AI-Driven Product Architect that Designs and Plans Software Applications

• DhiWise: DhiWise is an app development platform that automates coding tasks, letting developers focus on core functionalities.

• New study on coding behavior raises questions about impact of AI on software development – GeekWire

• CostGPT: Software Development Cost Calculator: "find the cost, time and the best tech stack for any kind of software, tools that you want to build using the power of AI"

• codefuse-ai/Awesome-Code-LLM (⭐2.7k): a curated list of language modeling researches for code and related datasets.

• tldraw/draw-a-ui (⭐5.3k): draw a mockup and generate HTML for it

• deepseek-ai/DeepSeek-Coder (⭐22k): a tool that experiments the motto "let the code write itself"

• Cody: AI coding assistant

• Kombai: generate UI code per component from Figma

• Rapidpages: create React & Tailwind landing pages using AI

• Teaching Programming in the Age of ChatGPT – O’Reilly

• GPT Web App Generator: generates a webapp from a title, description, and other simple parameters

• wolfia-app/gpt-code-search (⭐207): search a codebase with natural language using AI

• Dedicated File for Inbox for GenAI + Dev (⭐2.9k): a list for further analysis and organization of GenAI + dev references

• e2b-dev/e2b (⭐9k): "Open-source platform for building AI-powered virtual software developers"

• Metabob: Generative AI to improve and automate code reviews

• gventuri/pandas-ai (⭐21k): Pandas AI is a Python library that integrates LLMs capabilities into Pandas, making dataframes conversational

• A Systematic Evaluation of Large Language Models of Code: arxiv paper

• pgosar/ChatGDB (⭐921): "Harness the power of ChatGPT inside the GDB debugger"

• The Impact of AI on Developer Productivity: Evidence from GitHub Copilot | arxiv

• openai/openai-cookbook (⭐65k): Examples and guides for using the OpenAI API

• Reduce costs when prompting using GPT

• Co-Developer GPT engine (⭐14) - local r/w file access and execute actions from an OpenAI GPT

• Potpie - Open Source AI Agents for your codebase in minutes. Use pre-built agents for Q&A, Testing, Debugging and System Design or create your own purpose-built agents.

Vibe Coding

• filipecalegario/awesome-vibe-coding (⭐704): A curated list of vibe coding references, colaborating with AI to write code.

• Andrej Karpathy on X: "There's a new kind of coding I call "vibe coding", where you fully give in to the vibes, embrace exponentials, and forget that the code even exists."

• Windsurf Editor by Codeium: agentic IDE, "where the work of developers and AI truly flow together, allowing for a coding experience that feels like literal magic"

• Bolt.new: Prompt, run, edit, and deploy full-stack web and mobile apps.

• Lovable: "Idea to app in seconds. Lovable is your superhuman full stack engineer."

• v0 by Vercel: assistant to build NextJS frontend

• Cursor: The AI Code Editor, "the best way to code with AI"

• Replit: "Simply describe your idea above and let the Agent build it for you"

Everything to Markdown to LLMs

• microsoft/markitdown (⭐60k): Python tool for converting files and office documents to Markdown.

• docling-project/docling (⭐34k): get your documents ready for gen AI

• Firecrawl: Turn websites into LLM-ready data

• CatchTheTornado/text-extract-api (⭐2.6k): document (PDF, Word, PPTX ...) extraction and parse API using OCRs + Ollama supported models. Anonymize documents. Remove PII. Convert any document or picture to structured JSON or Markdown

• R Jina: convert websites into Markdown by placing the URL in the search bar

• Gitingest: turn any Git repository into a simple text digest of its codebase.

• uithub: convert GitHub repositories into Markdown by placing the URL in the search bar

Retrieval-Augmented Generation (RAG) / Prompt Engineering for Text-to-image

• Benchmarking Hallucination Detection Methods in RAG | Towards Data Science

LLM Evaluation / Multi-agents

• Cleanlab Trustworthy Language Model: Score the trustworthiness of any LLM response

29. Free for Dev

APIs, Data, and ML

• PromptLoop - PromptLoop delivers 10X easier AI web scraping with near-zero adoption time, 85%+ time saved on existing workflows, and operates 4X faster than manual research without compromise and includes a REST API endpoint for all research tasks. The first 1,000 credits are free each month.

Authentication, Authorization, and User Management

• SSOJet - Add Enterprise SSO Without Rebuilding Your Auth. The free plan includes unlimited monthly active users, unlimited organizations, 2 SSO & 2 SCIM connections.

Forms

• Vidhook - Collect feedback using delightful surveys with high response rates. Free plan includes 1 active survey, 25 responses per survey and customizable templates.

Generative AI

• LangWatch - A LLMOps platform helping AI teams measure, monitor, and optimize LLM applications for reliability, cost-efficiency, and performance. With a powerful DSPy component, we enable seamless collaboration between engineers and non-technical teams to fine-tune and productionize GenAI products. Free plan includes all platform features, 1k traces/month and 1 workflow DSPy optimizers. #opensource (⭐2.2k)

• Comet Opik - Evaluate, test, and ship LLM applications across your dev and production lifecycles. #opensource (⭐11k)

• OpenRouter - Provides various free AI models including DeepSeek R1, V3, Llama, and Moonshot AI. These models excel in natural language processing and are suitable for diverse development needs. Note that while these models are free to use, they are subject to rate limits. Additionally, OpenRouter offers paid models for more advanced requirements, for instance Claude, OpenAI, Grok, Gemini, and Nova.

Design and UI

• Tailcolors -- A beautiful Tailwind CSS v4 color palette. Instantly preview & copy the perfect Tailwind CSS color class.

30. Awesome Tmux

Status Bar

• tmux-current-pane-hostname (⭐2) Show current user and hostname in ssh sessions

• tmux-kubectx (⭐4) Show kubernetes context in statusbar

31. Awesome Billing

Pricing / Usage-based Pricing

• Lago (⭐7.9k) - Open-source metering & usage-based billing in Ruby.

• CGRateS (⭐461) - An open-source, fast (50k+ CPS) and scalable (load-balancer + replication included) real-time billing for ISPs and Telecom Operators, written in Go.

32. Awesome Developer First

Scraping

• Corsfix - CORS Proxy to fetch any web resource and bypass CORS errors.

33. Awesome Iam

OAuth2 & OpenID / Other tools

• Logto (⭐10k) - An IAM infrastructure for modern apps and SaaS products, supporting OIDC, OAuth 2.0 and SAML for authentication and authorization.

34. Awesome Terraform

Tools / Community providers

• tfmcp (⭐321) - A CLI tool that helps you interact with Terraform via the Model Context Protocol (MCP), allowing AI assistants like Claude to manage and operate Terraform environments.

35. Static Analysis

Programming Languages / Other

• ENRE-java (⭐14) ⚠️ — ENRE (ENtity Relationship Extractor) is a tool for extraction of code entity dependencies or relationships from source code. ENRE-java is a ENtity Relationship Extractor for Java projects based on @Eclipse JDT/parser.

36. Awesome European Tech

Index / Customer Relationship Management (CRM)

• Atomic CRM 🇫🇷 - Open-source CRM

Index / Marketing Tools

• Brevo 🇫🇷 - Email marketing software and CRM.

Index / Design and Creative Tools

• VectorStyler 🇫🇮 - vector graphics editor.

Index / Domain name registrars

• Mrdomain 🇪🇸

Index / E-commerce Platforms

• Shopware 🇩🇪 - Modern e-commerce solutions for businesses.

• Sylius 🇵🇱 - e-commerce framework for creating shopping experiences.

Index / Password manager services

• uniqkey 🇩🇰

Index / Productivity Tools

• Bunnyshell 🇷🇴 - Environments as a Service platform for Kubernetes.

Index / Translation services

• Loco 🇬🇧 - Loco helps you manage and integrate translations into your software.

• Weblate 🇬🇧 - Web-based continuous localization.

Index / VPS

• Cloudify 🇷🇴

• Suble.io 🇩🇰

Index / Web Analytics

• Publytics 🇮🇹 - SEO and performance monitoring analytics.

• Vantevo 🇮🇹 - Analytics with real-time insights.

37. Awesome Neovim

Utility / Diagnostics

• ovk/endec.nvim (⭐25) - Encode, decode and re-encode text using Base64, Base64URL and URL (percent) encodings.

Version Manager / Diagnostics

• y3owk1n/nvs (⭐19) - Another Neovim version manager with config switcher.

38. Awesome Construct

Scirra

• Bluesky

Community

• Discord Server

• Bluesky List

• Bluesky Starter Pack

Made With Construct

• Games on Steam - List of Steam games made with the engine.

• Games shared on Twitter - Tweets using the #MadeWithConstruct hashtag.

Hosting

• itch.io - Platform where to host, showcase, promote or sell your games - Free.

• GameJolt - Similar platform to itch.io, with a focus on social communities and gamification - Free.

• GitHub Pages - Platform where to host an exported game as a static website - Free.

Construct 3

• Chowdren - Blazingly fast runtime for Clickteam Fusion and Scirra Construct.

• Pipelab - Fully automated export pipeline.

• piranha305's Addons - Plugins and Behaviors.

• Master Pose's Addons - Plugins, Behaviors and Themes.

• Construct Addon SDK (⭐17) - Scirra's official SDK to develop plugins.

• C3IDE2-cli (⭐0) - C3IDE succesor framework.

• C3 Framework - Automated addon development.

• Lost Framework (⭐7) - Easy making of addons.

• FoozleCC - In-depth showcases of addons and features.

• Game Design with Reilly - Explaining every detail of the engine.

• Marcos Game Dev - Tutorials & more.

• Master Pose - Spanish tutorials, top lists & news.

• Pens 'N' Pixels - Devlogs of indie developer.

• Lessis Games - Devlogs of an indie developer.

• Vimlark - Indie developer influencer who mainly uses Construct.

Construct 2

• AppPlayer-Electron (⭐3) - Preview apps/games in an Electron prebuilt exe - as if Electron were a normal browser! Currently Windows only, but soon™ for Mac and Linux.

• Kyatric's Plugins - Plugins and Behaviors.

• Kyatric's Effects - WebGL Effects.

• skwp's Plugins - Ported Construct 3 Plugins to Construct 2.

• skwp's Behaviors - Ported Construct 3 Behaviors to Construct 2.

• Rex's Plugins Tool - The personal addon manager of Rex Rainbow.

• C3IDE - IDE for addon development.

• Fábio Smuu (⭐4) - SDK Plugins.

• ArcadEdGames - YouTube channel about making all sort of stuff.

• Diego Lizarazo - Random Construct tutorials stuff.

• Jerementor - Extensive library of tutorials.

• GameDev - General tutorials.

• Gamer Z - General tutorials.

YouTube Channels

• ScirraVideos - Official Scirra's YouTube channel.

Series / Courses / Construct 3

• Marcos Game Dev: Plataforma Gostosinho - Técnicas de Polimento - It all started with one question: 'Can you polish a game without adding new art?' The 'Plataforma Gostosinho' series answers this by transforming a basic platformer into a game that is fun to play in Construct 3!

• Rafael Trigo's Tutorials - List of Construct 3 tutorials.

Series / Courses / Construct 2

• English Acorn: Editor - General tutorials about the editor interface.

• English Acorn: Plugins and Objects - Tutorials about plugins and how they work inside the Editor.

• John Maksym's Tutorials - General tutorials.

• Lee Stemkoski: Breakout Clone - Learn how to create a Brakeout game.

• Let's Make Games: PONG - Tutorials on how to create a Pong clone.

• Let's Make Games: ASTEROIDS - Tutorials on how to create an Asteroids clone.

• Let's Make Games: Flappy Bird - Tutorials on how to create a Flappy Bird clone.

• LividProductions: Platformer Series - This series will teach you how to make a platformer.

• Nicholas Dingle's Tutorials - Number of tutorials covering different games you can create and different tricks.

• Marcos Game Dev: Curso Metroidvania 1.0 - The version 1.0 of the Metroidvania Course, recorded in 2018, is now free! Follow the lessons to create your own metroidvania in Construct!

• Marcos Game Dev: Curso Beat'em Up - Create an amazing beat'em up with combos, local 4-player multiplayer, multiple enemies, and more in Construct! Not recommended for beginners.

• Marcos Game Dev: Criando Roguelike - Learn to create a roguelike with RANDOM LEVEL GENERATION, multiple enemies, and a complete platformer character! NOT recommended for beginners.

• Marcos Game Dev: Super Mario Bros. - Learn how to create Super Mario Bros. mechanics in Construct, faithfully recreated from the NES classic!

• Marcos Game Dev: Recriando Megaman X - Learn to create Megaman X mechanics like the iconic X-buster, intense boss battles, and special powers in Construct! Detailed, intermediate-level videos (with some advanced content).

• Marcos Game Dev: Criando Menu Principal - Learn to create a main menu that works for almost any game (focus on desktop). Includes fullscreen/window mode, control mapping, language switch, audio settings, and more.

• thenewboston: Game Development w/ Construct - The official playlist for thenewboston Game Development.

• thenewboston: Platform Game Development - Official playlist for thenewboston Platform Game Development.

• thenewboston: Physics Puzzle Game Development - The official playlist for thenewboston Physics Puzzle Game Development Tutorials.

• TodaysTuts: Behaviors - Tutorials about Behaviors.

• Udemy: Creating a Pixel Platformer in HTML5! - By the end, you will have gone from beginner to advanced in no time! (Free)

Other Sources / Construct 3

• How To Construct Demo - Construct 2 & Construct 3 example demos.

Other Sources / Construct 2

• FAQ - The all frequently asked questions megrathread.

Construct 3 / Construct 2

• Level Up - The Educator's Edition - The ideal companion for anyone using Construct in the classroom.

• Construct 3 Starter Curriculum - Free starter curriculum for Construct aimed at teaching students the basics of Computer Science.

39. Awesome Agi Cocosci

Concepts / Human Concept Representation

• Navigating cognition: Spatial codes for human thinking - Science, 2018. [All Versions]. [Preprint]. The hippocampal formation has long been suggested to underlie both memory formation and spatial navigation. This work discusses how neural mechanisms identified in spatial navigation research operate across information domains to support a wide spectrum of cognitive functions. In the proposed framework, place and grid cell population codes provide a representational format to map variable dimensions of cognitive spaces. This highly dynamic mapping system enables rapid reorganization of codes through remapping between orthogonal representations across behavioral contexts, yielding a multitude of stable cognitive spaces at different resolutions and hierarchical levels. Action sequences result in trajectories through cognitive space, which can be simulated via sequential coding in the hippocampus. In this way, the spatial representational format of the hippocampal formation has the capacity to support flexible cognition and behavior.

• Structuring Knowledge with Cognitive Maps and Cognitive Graphs - Trends in Cognitive Sciences, 2021. [All Versions]. [Preprint]. Humans and animals use mental representations of the spatial structure of the world to navigate. The classical view is that these representations take the form of Euclidean cognitive maps, but alternative theories suggest that they are cognitive graphs consisting of locations connected by paths. The authors review evidence suggesting that both map-like and graph-like representations exist in the mind/brain that rely on partially overlapping neural systems. Maps and graphs can operate simultaneously or separately, and they may be applied to both spatial and nonspatial knowledge. By providing structural frameworks for complex information, cognitive maps and cognitive graphs may provide fundamental organizing schemata that allow us to navigate in physical, social, and conceptual spaces.

• Natural speech reveals the semantic maps that tile human cerebral cortex - Nature, 2016. [All Versions]. [Preprint]. [Code & Tutorial (⭐34)]. The meaning of language is represented in regions of the cerebral cortex collectively known as the ‘semantic system’. However, little of the semantic system has been mapped comprehensively, and the semantic selectivity of most regions is unknown. This work systematically maps semantic selectivity across the cortex using voxel-wise modelling of functional MRI (fMRI) data collected while subjects listened to hours of narrative stories. This work shows that the semantic system is organized into intricate patterns that seem to be consistent across individuals. The authors then use a novel generative model to create a detailed semantic atlas. The results suggest that most areas within the semantic system represent information about specific semantic domains, or groups of related concepts, and the atlas shows which domains are represented in each area. This study demonstrates that data-driven methods---commonplace in studies of human neuroanatomy and functional connectivity---provide a powerful and efficient means for mapping functional representations in the brain.

• Idiosyncratic Tower of Babel: Individual differences in word-meaning representation increase as word abstractness increases - Psychological Science, 2021. [All Versions]. [All Versions]. Humans primarily rely on language to communicate, on the basis of a shared understanding of the basic building blocks of communication: words. Do we mean the same things when we use the same words? Although cognitive neural research on semantics has revealed the common principles of word-meaning representation, the factors underlying the potential individual variations in word meanings are unknown. This work empirically characterized the intersubject consistency of 90 words across 20 adult subjects (10 female) using both behavioral measures (rating-based semantic-relationship patterns) and neuroimaging measures (word-evoked brain activity patterns). Across both the behavioral and neuroimaging experiments, this work showed that the magnitude of individual disagreements on word meanings could be modeled on the basis of how much language or sensory experience is associated with a word and that this variation increases with word abstractness. Uncovering the cognitive and neural origins of word-meaning disagreements across individuals has implications for potential mechanisms to modulate such disagreements.

• Semantic projection recovers rich human knowledge of multiple object features from word embeddings - Nature Human Behavior, 2022. [All Versions]. [Preprint]. How is knowledge about word meaning represented in the mental lexicon? Current computational models infer word meanings from lexical co-occurrence patterns. They learn to represent words as vectors in a multidimensional space, wherein words that are used in more similar linguistic contexts—that is, are more semantically related—are located closer together. However, whereas inter-word proximity captures only overall relatedness, human judgements are highly context dependent. For example, dolphins and alligators are similar in size but differ in dangerousness. This work proposes a domain-general method to extract context-dependent relationships from word embeddings: ‘semantic projection’ of word-vectors onto lines that represent features such as size (the line connecting the words ‘small’ and ‘big’) or danger (‘safe’ to ‘dangerous’), analogous to ‘mental scales’. This method recovers human judgements across various object categories and properties. Thus, the geometry of word embeddings explicitly represents a wealth of context-dependent world knowledge.

• Using a high-dimensional graph of semantic space to model relationships among words - Frontiers in Psychology, 2014. [All Versions]. The GOLD model (Graph Of Language Distribution) is a network model constructed based on co-occurrence in a large corpus of natural language that may be used to explore what information may be present in a graph-structured model of language, and what information may be extracted through theoretically-driven algorithms as well as standard graph analysis methods. The present study will employ GOLD to examine two types of relationship between words: semantic similarity and associative relatedness. Semantic similarity refers to the degree of overlap in meaning between words, while associative relatedness refers to the degree to which two words occur in the same schematic context. It is expected that a graph structured model of language constructed based on co-occurrence should easily capture associative relatedness, because this type of relationship is thought to be present directly in lexical co-occurrence. However, it is hypothesized that semantic similarity may be extracted from the intersection of the set of first-order connections, because two words that are semantically similar may occupy similar thematic or syntactic roles across contexts and thus would co-occur lexically with the same set of nodes. Two versions the GOLD model that differed in terms of the co-occurence window, bigGOLD at the paragraph level and smallGOLD at the adjacent word level, were directly compared to the performance of a well-established distributional model, Latent Semantic Analysis (LSA). The superior performance of the GOLD models (big and small) suggest that a single acquisition and storage mechanism, namely co-occurrence, can account for associative and conceptual relationships between words and is more psychologically plausible than models using singular value decomposition (SVD).

40. Awesome Ironsworn

Adventure starters and scenarios / Ironsworn

• Escape - Escape the dungeon

• Quest Fronts - Various adventure starters inspired by Dungeon World campaign fronts

• Sea Beast - An adventure starter about a village plagued by a sea monster

• The Selkie Envoy - An adventure module for icy regions

Adventure starters and scenarios / Starforged

• Adventures in the Forge - A collection of quest starters

• The Ferrum Mysteries - Explore the mystery behind the iron pillars

• Rise & Shiningstar - Find out what happened to the settlement Shiningstar

41. Awesome Angular

Blogs / Google Developer Experts

• Playful Programming

Analytics / Google Developer Experts

• @luzmo/ngx-embed - A library for embedding Luzmo dashboards in your Angular application.

Authentication / Google Developer Experts

• nblocks - A control center for seamless management of Authentication, Payments, Subscriptions, Feature, and Role management.

Spring Boot / Google Developer Experts

• jangular-cli (⭐5) - Comprehensive Full-Stack Starter Kit: Powered by Spring Boot and Angular, featuring JWT-based authentication, seamless Flyway migrations, robust route protection, and a command-line interface for quick project initialization.

Integrations / Google Developer Experts

• ng-react-bridge (⭐3) - A lightweight Angular package that enables developers to seamlessly render React components inside Angular components using a directive.

• zag-angular (⭐2) - An Angular wrapper for zag (⭐4.6k).

• seatsio-angular (⭐7) - Angular wrapper for rendering Seats.io seating charts.

• ngx-kel-agent (⭐1) - Client library for Angular applications to integrate with kel-agent (⭐9).

• foblex2D (⭐5) - An Angular library for 2D geometric computations, providing classes and utilities for manipulating points, lines, vectors, rectangles, arcs, and transformations. Used in Foblex Flow for 2D geometric operations.

• ngx-d3 (⭐1) - A D3 wrapper service for Angular applications inspired by d3-ng2-service (⭐206).

Internationalization / Google Developer Experts

• ngx-i18n-tools (⭐3) - A collection of tools to help with the translation of Angular applications, including an Excel and XLIFF converter, ngx-xlf-xlsx (⭐3).

• ngx-translate-db (⭐3) - A lightweight, efficient Angular translation library that uses IndexedDB for offline storage. Perfect for applications that need to handle translations without network dependency.

• ngx-glagolize (⭐2) - An Angular library for handling translations and localization.

• locale-translator (⭐2) - Translate any locale with the provided pipe or service.

Free / Google Developer Experts

• dataclouder-template-angular (⭐1) - A ready-to-use Angular/Ionic template with Firebase Authentication integration.

e2e / Google Developer Experts

• Cypress to Playwright - A curated collection of resources that can help you to migrate your test suite from Cypress to Playwright.

• Playwright Chrome Recorder - Export Chromium recorder tab data to Playwright tests. This gives you a nice starting point that you can refine to modern Playwright.

Data Grids / Google Developer Experts

• activereportsjs/angular-reporting-tool - A set of Angular components used for data consolidation and visualization. ActiveReportsJS is a solution used by Angular developers to embed reporting within web applications.

DOM / Google Developer Experts

• ngx-responsive-if (⭐2) - An Angular structural directive for conditional rendering based on media queries.

• ngx-copy-to-clipboard (⭐3) - an Angular directive that enables easy text copying to the clipboard with a single click. It supports customizable success/error messages and triggers events on copy actions.

JSON Forms / Google Developer Experts

• DynamicAngularForm (⭐1) - Create dynamic form by passing a JSON with associated values.

• dynamic-forms (⭐24) - Angular project for dynamic forms based on JSON.

Media / Google Developer Experts

• @dytesdk/web-core - This quickstart shows how to add Dyte's Livestream SDK to your Angular applications.

• cometchat-uikit-angular (⭐27) - CometChat Angular UI Kit provides pre-built user interface kit that developers can use to quickly integrate a reliable & fully featured chat experience into an existing or a new app.

Notifications / Google Developer Experts

• notifyx (⭐1) - A simple, customizable toast library for JavaScript/TypeScript with zero dependencies.

• web-notifier (⭐2) - A lightweight and flexible web notification library that provides a simple API for handling browser notifications using RxJS observables.

Scroll / Google Developer Experts

• ngx-virtual-scroller (⭐54) - Displays a virtual, "infinite" list. Supports horizontal/vertical, variable heights, and multi-column.

Additional / Google Developer Experts

• ng-simple-state-management (⭐4) - Simple state management implementation for Angular applications. This project provides several libraries for additional functionality.

Storage / Google Developer Experts

• angular-web-storage (⭐37) - Angular decorator to save and restore of HTML5 Local & Session Storage.

Unspecified / Google Developer Experts

• @ng-verse/ui (⭐42) - A collection of feature-rich Angular components, directives, and pipes. Unlike traditional UI libraries, it requires no installation—just copy and paste what you need into your project. Check the docs for more.

• @koobiq/angular-components (⭐33) - An open-source design system for designers and developers, focused on designing products related to information security. Gives you access to a broad range of UI patterns, UI components, design tools, resources, and content guidelines to accelerate collaboration.

Tailwind CSS Based / Google Developer Experts

• zapui (⭐18) - Build sleek, scalable, and cohesive Angular applications effortlessly with a Tailwind-powered design system from zap:ui.

Ionic / Google Developer Experts

• ionic-header-parallax (⭐38) - This directive enables a parallax effect on ion-header elements to display a cover photo while on top of the page and transition to the normal toolbar when scrolling down.

Inspired by Angular / Google Developer Experts

• css-fx-layout (⭐49) - A responsive SCSS flexbox library inspired by Angular Flex-Layout (⭐5.9k).

• friendly-di (⭐4) - A lightweight and high-performance inversion of control (IoC) container inspired by NestJS and Angular.

• GameEngine (⭐2) - A Typescript game engine inspired by Angular.

• gapi (⭐27) - Inspired by Angular and intended to provide complex NodeJS GraphQL Backend applications with minimum effort.

• GTPL (⭐1) - A TypeScript library designed for creating reactive template systems with a unique approach that incorporates Direct DOM and Proxy. Inspired by technologies like Vue.js, Angular AOT or JSX, GTPL offers an efficient and powerful way to build reactive applications in a compact 9KB(gzip) JavaScript package.

• ioc (⭐6) - A powerful and flexible Inversion of Control (IoC) container for TypeScript applications. Inspired by Angular and NestJS.

• Lua-Generate (⭐2) - A CLI tool to generate boilerplate code inspired by ng tool from Angular.

• named-slots (⭐6) - Use declarative "holes" in your React components instead of an imperative prop-based approach. Inspired by slots in Vue/Svelte/Angular/WebComponents.

• npm-clang-format-node (⭐22) - Node wrapper for LLVM Clang's clang-format and git-clang-format native binaries inspired by angular/clang-format (⭐101).

• obfetch (⭐4) - A HttpClient base on RxJS and fetch API inspired by Angular httpClient.

• prang (⭐2) - A framework that looks like Angular, smells like Angular, but is actually Vue.

• PrasthuthTS (⭐1) - A TypeScript framework, inspired by Angular, that features a modular, component-based architecture, two-way data binding, and a flexible routing system, all while leveraging TypeScript's strong typing to simplify development and enhance maintainability.

• ReactiveForms (⭐1) - Retrieve form input values using the DOM and implement form validation, drawing inspiration from Angular's Reactive Forms approach.

• reaktiv (⭐289) - Reactive Signals for Python with first-class async support, inspired by Angular's reactivity model.

• ts-react-directives (⭐1) - A small React/Typescript library designed to mimic Angular directives.

• vyuha (⭐5) - A Nodejs Template Engine Inspired by EJS, Angular, and Laravel Blade.

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