VideoProcessingTools
A collection of video processing scripts designed to curate pre-training and fine-tuning data. It includes tools to split video files into frames and deduplicate them based on hash similarity, facilitating efficient data preparation for machine learning models.
Link
Related resources
- DeepFaceLabThe leading software for creating deepfakes. It's an open source toolkit that allows users to swap faces in videos using machine learning,…
- QUANTEEC Digital Rights ManagementQUANTEEC provides a plugin that enables DRM-protected playback by encrypting video data on the server side and decrypting it on the player…
- FaceSwapAn open source deepfake application that provides tools to extract, train, and swap faces in videos. FaceSwap has an active community and s…
- Video Containers Debugging ToolsA 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 wit…
- video-quality-tools (LCMApps)Node.js tools wrapping ffprobe to detect fps/bitrate drops and GOP structure changes in real time on live streams.
- Deploying KeyOS with AWS Elemental Media ServicesIn this post we provide an in-depth first party overview of the complex integration between the KeyOS Platform and the Elemental Media Serv…
- REVISION: Roadmap on Adaptive Video Streaming OptimizationSurvey/roadmap of ABR optimization techniques by Tashtarian & Timmerer (Alpen-Adria Universität Klagenfurt, ATHENA group).
- Video Streaming Over QUIC: A Comprehensive StudyAcademic study analyzing QUIC transport protocol for low-latency video streaming performance.
- Chrome Media InternalsA built-in Chrome tool that provides detailed logs and diagnostics for media playback and streaming issues.
- Apple Reference StreamsApple provides example streams demonstrating the features of HTTP Live Streaming (HLS) for testing and development purposes.
- 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.