Frame Interpolation

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Frame interpolation is used to increase the frame rate of a video, or to create a slow-motion video without lowering the frame rate.

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k4yt3x /video2x

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Star15.6k

A machine learning-based video super resolution and frame interpolation framework. Est. Hack the Valley II, 2018.

machine-learning vulkan neural-networks frame-interpolation anime4k rife upscale-video realcugan realesrgan super-resoluion

UpdatedOct 15, 2025
C++

AaronFeng753 /Waifu2x-Extension-GUI

Star15.6k

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.

video anime vulkan waifu2x video-processing super-resolution image-enlarger noise-reduction upscaling ncnn frame-interpolation video-super-resolution video-interpolation video-enlarger video-frame-interpolation esrgan anime4k waifu2x-ncnn-vulkan rtx-video-super-resolution rtx-vsr

UpdatedNov 5, 2025
C++

google-research /frame-interpolation

Star3.1k

FILM: Frame Interpolation for Large Motion, In ECCV 2022.

video optical-flow frame-interpolation splatting forward-warp

UpdatedAug 10, 2024
Python

avinashpaliwal /Super-SloMo

Star3k

PyTorch implementation of Super SloMo by Jiang et al.

deep-neural-networks deep-learning pytorch convolutional-neural-networks slow-motion pytorch-implmention frame-interpolation video-frame-interpolation super-slomo slomo

UpdatedMar 9, 2023
Python

Kobaayyy /Awesome-CVPR2025-CVPR2024-CVPR2021-CVPR2020-Low-Level-Vision

Star1.5k

A Collection of Papers and Codes for CVPR2025/CVPR2024/CVPR2021/CVPR2020 Low Level Vision

computer-vision image-reconstruction image-processing image-compression super-resolution image-denoising image-restoration image-deblurring image-enhancement frame-interpolation image-quality-assessment low-level-vision image-dehazing image-demoireing cvpr2020 image-deraining cvpr2021 cvpr2024 c-v-p-r cvpr2025

UpdatedJul 24, 2025

mafiosnik777 /enhancr

Star755

Video Frame Interpolation & Super Resolution using NVIDIA's TensorRT & Tencent's NCNN inference, beautifully crafted and packaged into a single app

electron amd intel artificial-intelligence nvidia video-processing super-resolution vapoursynth upscaling cain tensorrt ncnn frame-interpolation esrgan rife dpir swinir realcugan realesrgan gmfss

UpdatedJan 15, 2024
JavaScript

Vchitect /VEnhancer

Star556

Official codes of VEnhancer: Generative Space-Time Enhancement for Video Generation

frame-interpolation video-generation video-super-resolution video-enhancement diffusion-models text-to-video video-to-video aigc-enhancement

UpdatedSep 16, 2024
Python

Vaida12345 /waifuExtension

Star451

The waifu2x & Other image-enlargers on Mac

macos swift mac waifu2x image-enlarger noise-reduction waifu2x-caffe frame-interpolation swiftui video-enlarger realsr-ncnn-vulkan

UpdatedJun 8, 2023
Swift

lisiyao21 /AnimeInterp

Star440

The code for CVPR21 paper "Deep Animation Video Interpolation in the Wild"

frame-interpolation animation-videos

UpdatedMar 31, 2024
Python

myungsub /CAIN

Star347

Source code for AAAI 2020 paper "Channel Attention Is All You Need for Video Frame Interpolation"

pytorch dataset deep-convolutional-networks frame-interpolation channel-attention video-frame-interpolation aaai2020

UpdatedMay 26, 2023
Python

ltkong218 /IFRNet

Star316

IFRNet: Intermediate Feature Refine Network for Efficient Frame Interpolation (CVPR 2022)

real-time video deep-learning pytorch optical-flow slow-motion knowledge-distillation deep-networks frame-interpolation view-synthesis

UpdatedFeb 19, 2024
Python

JihyongOh /XVFI

Star304

[ICCV 2021, Oral 3%] Official repository of XVFI

deep-learning pytorch dataset convolutional-neural-networks iccv frame-interpolation video-frame-interpolation iccv2021 extreme-video-frame-interpolatioin 4k-frame

UpdatedSep 21, 2022
Python

MCG-NKU /AMT

Star256

Official code for "AMT: All-Pairs Multi-Field Transforms for Efficient Frame Interpolation" (CVPR2023)

video optical-flow frame-interpolation video-generation slomo backward-warp cvpr2023

UpdatedApr 26, 2023
Python

Kobaayyy /Awesome-ICCV2025-ICCV2021-Low-Level-Vision

Star240

A Collection of Papers and Codes for ICCV2025/ICCV2021 Low Level Vision

computer-vision gan image-manipulation image-generation super-resolution image-denoising image-deblurring image-to-image-translation image-enhancement image-transfer frame-interpolation image-deraining iccv2021 iccv2025

UpdatedOct 23, 2025

Djdefrag /FluidFrames

Star230

FluidFrames | video AI frame-generation app

python windows opencv video deep-learning fps amd interpolation intel gui-application nvidia generation frame directx12 frame-interpolation fluidity rife

UpdatedSep 24, 2025
Python

Kobaayyy /Awesome-Low-Level-Vision-Research-Groups

Star229

A Collection of Low Level Vision Research Groups

computer-vision image-processing image-colorization image-inpainting cvpr image-denoising image-restoration image-deblurring image-enhancement image-super-resolution frame-interpolation image-quality-assessment low-level-vision image-dehazing research-groups image-deraining

UpdatedJul 24, 2025

DarrenPan /Awesome-ECCV2022-Low-Level-Vision

Star170

A Collection of Papers and Codes in ECCV2022 about low level vision

image-generation super-resolution image-restoration deblurring denoising image-enhancement frame-interpolation low-level-vision eccv2022

UpdatedApr 28, 2023

AIVFI /Video-Frame-Interpolation-Rankings-and-Video-Deblurring-Rankings

Star134

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