BasicSR — image/video restoration toolbox

Open-source PyTorch toolbox for image/video super-resolution and restoration implementing EDSR, RCAN, ESRGAN, EDVR, BasicVSR and SwinIR.

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Video2X — ML video super-resolution & interpolationMachine-learning video super-resolution and frame-interpolation framework (C/C++ v6) wrapping Real-ESRGAN, Real-CUGAN, RIFE and Anime4K via…
NatronOpen-source node-graph video compositor comparable to After Effects/Nuke, GPLv2, cross-platform, supports the OpenFX plugin standard.
rife-ncnn-vulkan — RIFE interpolation via VulkanPyTorch-free, cross-platform RIFE frame-interpolation CLI using ncnn and Vulkan for concurrent CPU+GPU processing.
Practical-RIFE — real-time frame interpolationActively maintained, deployment-focused fork of RIFE (real-time intermediate flow estimation) for arbitrary-timestep video frame interpolat…
vkdt — Vulkan node-graph media processingGLSL/Vulkan node-graph (DAG) processing engine for raw stills and video, running all processing as GPU shaders.
SimpleVQADeep-learning no-reference video quality assessment for user-generated content, in PyTorch with SlowFast feature extraction.
butteraugli (Rust port)Pure Rust port of Butteraugli from libjxl with XYB color, visual masking, and multi-scale bands, validated to within 0.001% of the referenc…
AutoShotCVPR-NAS 2023 shot boundary detection model with a NAS-optimized architecture and the new SHOT dataset (853 videos, 11,606 annotations).
ITU-T P.1203 reference implementationOfficial Python reference implementation of the ITU-T P.1203 HTTP adaptive streaming QoE model (modes 0-3), outputting per-second and integ…