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Frame Interpolation
Frame interpolation is used to increase the frame rate of a video, or to create a slow-motion video without lowering the frame rate.
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.
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.
ECCV2022 - Real-Time Intermediate Flow Estimation for Video Frame Interpolation
Flowframes Windows GUI for video interpolation using DAIN (NCNN) or RIFE (CUDA/NCNN)
RIFE, Real-Time Intermediate Flow Estimation for Video Frame Interpolation implemented with ncnn library
A list of resources for video enhancement, including video super-resolutio, interpolation, denoising, compression artifact removal et al..
DAIN, Depth-Aware Video Frame Interpolation implemented with ncnn library
[ECCV2024 Oral] Clearer anytime frame interpolation & Manipulated interpolation of anything
CAIN, Channel Attention Is All You Need for Video Frame Interpolation implemented with ncnn library
ABME AdaFNIO AMT BiM-VFI BiT CBBD CDFI CtxSyn DBVI DC-BVFI DQBC DRVI DvP EAFI EBME EDC EDEN EDENVFI EDSC EMA-VFI FGDCN FILM FLAVR GIMM-VFI HFD HiFI H-VFI IFRNet InterpAny-Clearer IQ-VFI JNMR LADDER M2M MA-GCSPA MoMo PerVFI RIFE RN-VFI SepConv SoftSplat SSR ST-MFNet Swin-VFI TDPNet TLB-VFI TTVFI UGFI UPR-Net VFIformer VFIFT VFIMamba VFIT VRT XVFI
AI-Powered video interpolater (eg. 30fps -> 60fps) for Vulkan devices. Based on dain-ncnn-vulkan and ffmpeg
An end-to-end video restoration project with open-source pretrained deep learning models
A curated list of resources for Low-level Vision Tasks
🏠[CVPR 2024 Highlight] Boosting Neural Representations for Videos with a Conditional Decoder
Implementation of "Quadratic video interpolation", NeurIPS 2019.
GMFlow based video frame interpolation
[BMVC 2023 Oral] Boost Video Frame Interpolation via Motion Adaptation
AI suite with Real-ESRGAN, GFPGAN & RIFE. Upscaling, face restoration, frame interpolation, denoising, batch processing & GPU acceleration in one tool.
Official PyTorch implementation of paper MAVIN: Multi-Action Video Generation with Diffusion Models via Transition Video Infilling