Collection of VMAF Resources

Description

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.

Resource details

Category path
Media Tools›VMAF PSNR SSIM Tools
Classification
Not yet classified

Collection of VMAF Resources is cataloged in Media Tools and VMAF PSNR SSIM Tools.

URL

Related resources

  • common_metrics_on_video_qualityPython runner computing FVD, PSNR, SSIM, and LPIPS on generated or predicted video sequences.
  • NoR-VDPNetDeep-learning no-reference approximation of HDR-VDP for estimating high-dynamic-range visible differences without a reference.
  • xpsnr (Fraunhofer HHI)FFmpeg filter plug-in from Fraunhofer HHI implementing XPSNR, a perceptually weighted PSNR that weights block error by local visual sensiti…
  • objective-metricsCLI for image and video quality assessment covering learned metrics (MDTVSFA, FAST-VQA, MUSIQ) as well as VMAF.
  • vmaf-rsRust bindings for libvmaf so video pipelines can compute VMAF without shelling out to FFmpeg.
  • VMAF Reproducibility: Validating a Perceptual Practical Video Quality MetricPeer-reviewed IEEE paper on Netflix VMAF metric validation and reproducibility; authoritative reference for quality metrics in codec benchm…