vmaf

Python script to easily compute VMAF using FFmpeg. It allows to deinterlace, scale and sync Ref and Distorted video automatically

Uses FFmpeg to benchmark video encoders to compare VMAF, SSIM and PSNR with different encoder settings.

✨ VMAF-driven AV1 encoder for Windows (QSV/NVENC/AMF) | 支持 HDR10 & Dolby Vision | 基于 VMAF 智能驱动的 AV1 洗版工坊，拯救仓鼠党的硬盘空间。

AlabamaEncoder is a video encoder framework, with a focus on chunked target quality encoding

An ML-powered GUI for automated, quality-targeted AV1 batch encoding.

Self-hosted media library transcoder with hardware encoding, VMAF quality assurance, live monitoring, and a safety net.

Windows desktop app for measuring and comparing video encode quality.

FFmpeg video setting comparison framework

Tool that analyses a video via a combination of motion and sharpness to determine the most suitable parts to be used for VMAF analysis. https://github.com/Eyevinn/autovmaf

Automatically crop + encode videos to AV1 at the best quality-to-size ratio, using VMAF to find the optimal settings for each file.

All-In-One suite of tools to run different video encoding variations, calculate their VMAF & related metrics, and create human-readable graphs and spreadsheets

VMAFX — perceptual video quality assessment. Modernized fork-evolved with SYCL/CUDA/HIP/Metal backends, tiny-AI models, MCP server, cloud-native (k8s/Helm) deployment. BSD-2-Clause-Patent.

VMAF를 사용하여 비디오 품질과 파일 크기 사이의 최적점(sweet spot)을 찾는 자동 벤치마킹 GUI 애플리케이션. (소프트웨어 및 하드웨어(NVENC, QSV, AMF) 인코더 지원) / An automated benchmarking GUI application that uses VMAF to find the sweet spot between video quality and file size. (Supports software and hardware (NVENC, QSV, AMF) encoders.)

Re-encode your owned video with 19 calibrated ffmpeg micro-transforms — pitch shift, temporal jitter, HDR-aware color, audio FP divergence. Resume-capable, distributed batch, full QA report. CLI + PyQt6 desktop UI

Exploration of using Autoencoder architecture for Media Post-Processing

Helper scripts for the paper of Voronoi-based Objective Quality Metrics for Omnidirectional Video

视频质量量化测试工具 Video Quality Quantification Test Tool

zoptilib.py for Zopti https://forum.doom9.org/showthread.php?t=176076

Video Sleuth is a powerful python based video analysis tool under development. It includes wrappers around ffmpeg and vmaf. Comes with utilities for benchmarking.