Upscale-A-Video

CVPR 2024 temporal-consistent diffusion model for real-world video super-resolution.

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FlashVSRCVPR 2026 real-time diffusion-based streaming video super-resolution using one-step, locality-constrained sparse attention with a tiny cond…
SimpleVQADeep-learning no-reference video quality assessment for user-generated content, in PyTorch with SlowFast feature extraction.
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…
AutoShotCVPR-NAS 2023 shot boundary detection model with a NAS-optimized architecture and the new SHOT dataset (853 videos, 11,606 annotations).
BasicSR — image/video restoration toolboxOpen-source PyTorch toolbox for image/video super-resolution and restoration implementing EDSR, RCAN, ESRGAN, EDVR, BasicVSR and SwinIR.
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…
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…