video super-resolution and frame interpolation
Video2X is a machine-learning video super-resolution and frame interpolation framework that orchestrates models such as Anime4K, Real-ESRGAN, Real-CUGAN, and RIFE, with Vulkan-based acceleration, to enhance video files.
Solves the same problem with a different architecture or at a different layer. Expect to rewrite the integration.
Choose when you prefer a scriptable VapourSynth/TensorRT Docker pipeline over Video2X's self-contained Vulkan application.
Using VapourSynth with super resolution and interpolation models and speeding them up with TensorRT.
Does the same job, but ships as an app. Useful to a person, not swappable into a codebase.
Choose when you want an actively maintained Windows GUI covering video/image/GIF with a wider set of upscaling and interpolation backends.
Video, Image and GIF upscale/enlarge(Super-Resolution) and Video frame interpolation. Achieved with Waifu2x, Real-ESRGAN, Real-CUGAN, RTX Video Super Resolution VSR, SRMD, RealSR, Anime4K, RIFE, IFRNet, CAIN, DAIN, and ACNet.
Choose when you want a packaged desktop app using TensorRT/NCNN for video interpolation and upscaling rather than the Vulkan-centric Video2X.
Video Frame Interpolation & Super Resolution using NVIDIA's TensorRT & Tencent's NCNN inference, beautifully crafted and packaged into a single app
Choose when you want a cross-platform GUI that also denoises/decompresses videos in addition to upscaling and interpolating.
Interpolate, Upscale, Decompress, and Denoise videos easily on Linux/Windows/MacOS.
Choose when the target platform is Android for on-device super-resolution/interpolation.
An Android application for super-resolution & interpolation. Contains RealSR-NCNN, SRMD-NCNN, RealCUGAN-NCNN, Real-ESRGAN-NCNN, Waifu2x-NCNN, Anime4kcpp, nearest, bilinear, bicubic, AVIR...
Choose when you want a lightweight Windows GUI for RIFE frame interpolation only, without upscaling.
效果更好的补帧软件，显存占用更小，是DAIN速度的10-25倍，包含抽帧处理，去除动漫卡顿感
Choose for a Windows GUI specialized in DAIN/RIFE interpolation without the full upscaling stack.
Flowframes Windows GUI for video interpolation using DAIN (NCNN) or RIFE (CUDA/NCNN)
These projects were analysed and named video2x among their alternatives. The relationship is not symmetric — how video2x rates them is a separate judgement, made when video2x is analysed in its own right.
calls video2x “Choose for a dedicated CLI/framework specializing in video upscaling and frame interpolation, without other AIGC tasks.”
OpenMMLab Multimodal Advanced, Generative, and Intelligent Creation Toolbox. Unlock the magic 🪄: Generative-AI (AIGC), easy-to-use APIs, awsome model zoo, diffusion models, for text-to-image generation, image/video restoration/enhancement, etc.
calls video2x “Use for offline batch video super-resolution and frame interpolation via a standalone tool, not real-time playback shaders.”
A High-Quality Real Time Upscaler for Anime Video