Media Tools

About this collection

Media Tools brings together 704 curated resources from across the video technology landscape. Notable topics include AI & Machine Learning Tools, Ads & QoE, Audio & Subtitles, and Audio Analysis & Processing.

Resources (showing 673–696 of 704)

• Vship — GPU visual fidelity metricsGPU-accelerated (HIP/CUDA) implementation of visual quality metrics SSIMULACRA2, Butteraugli and ColorVideoVDP for fast perceptual video co…
• What's new in AVQT (Advanced Video Quality Tool) — WWDC22Apple session covering AVQT, a full-reference perceptual video quality tool producing MOS-scale scores with per-scene evaluation and HDR su…
• dynamic-crfGo CLI performing target-VMAF CRF search via bisection/interpolation for per-scene variable-CRF encoding.
• easyVmafPython script to easily compute VMAF using FFmpeg. It allows to deinterlace, scale and sync Ref and Distorted video automatically
• ssimulacra2_rsRust implementation of the SSIMULACRA2 perceptual quality metric, among the first with video input support.
• sxpsnrStandalone XPSNR CLI computing the perceptually-weighted PSNR metric between two YUV/Y4M sources.
• turbo-metricsCUDA GPU-accelerated video quality metrics: XPSNR, Butteraugli, VMAF, and CAMBI banding detection.
• 2BiVQA: Double Bi-LSTM No-Reference Video Quality AssessmentNo-reference VQA model for UGC video using double Bi-LSTM, companion code to arXiv:2208.14774.
• 5G QoE Prediction: ML-based Quality-Shift Prediction for Video StreamingMachine-learning quality-shift prediction for video streaming over 5G networks, includes 1-sec granularity CLM/YouTube QoE dataset, compani…
• BsrVideoAnalyzerFFmpeg+SDL based video bitstream analyzer with macroblock/CTU type overlay, I/P/B frame navigation, and bitstream header offset inspection.
• CompressedVQA: Full/No-Reference VQA for Compressed UGC VideoICME 2021 grand challenge-winning full-reference and no-reference video quality models for compressed user-generated content.
• DVB InspectorDownload DVB Inspector for free. DVB transport stream analyzer written in java. DVB Inspector is a java program to analyze captured DVB-str…
• Elecard Stream AnalyzerProfessional Video Analysis Tool For Syntax Analysis Of Encoded Media Streams. Operates With MPEG-2 PS/TS, VES and MP4 Files. Automation, b…
• Encoder-Quantization-Motion (EQM) Video Quality MetricAcademic paper on an encoder-side video quality metric for low-latency use, addressing gaps in VMAF/P.1204.3 via contrast/motion masking an…
• Evaluating Video Quality Metrics for Neural and Traditional Codecs (4K/UHD-1)Academic comparison of VMAF, AVQBits, and FasterVQA no-reference quality metrics on 4K content.
• GHVQ: Benchmark and Metric for AI-Generated Human-Activity Video QualityAcademic paper introducing a benchmark dataset and objective quality metric for AI-generated human-activity video, with companion code.
• Gitl HEVC AnalyzerQt-based HEVC/H.265 bitstream analyzer with filter-based visualization of coding structures, motion vectors, and prediction modes.
• HEVCESBrowserCross-platform GUI and CLI tool for analyzing HEVC (H.265) elementary bitstream syntax elements (NAL units, parameter sets, slices).
• KSQI: Knowledge-driven Streaming Quality IndexKnowledge-driven QoE model for adaptive streaming video with implementations of multiple objective QoE models, companion to arXiv:1911.0794…
• KVQ: NTIRE 2024 Short-form UGC Video Quality Assessment ChallengeCVPR NTIRE 2024 challenge dataset and code for short-form UGC video quality assessment, 600 videos/3600 processed clips.
• MSU Super-Resolution for Video Compression BenchmarkLeaderboard evaluating AI upscaling models paired with codecs across 66 quality metrics and 1187 videos, measuring restoration quality of c…
• Promising Initial Results with AV1 Testing - Streaming Learning CenterI began testing AV1 early this week. Briefly, my tests involve 16 ten-second clips in four genres (movies, sports, animations, gaming) and…
• VQA² (Visual Question Answering for Video Quality Assessment)ACM MM 2025 paper and code for VQA²-Assistant, a unified video/image quality scoring and interpretation model.
• VQEG Software ToolsVideo Quality Experts Group's curated index of academic/industry video quality assessment software tools and research collaboration hub.