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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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Star 21.4k

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
  • Updated Mar 7, 2026
  • C++

AaronFeng753 / Waifu2x-Extension-GUI

Star 16.9k

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
  • Updated Aug 16, 2026
  • C++

google-research / frame-interpolation

Star 3.2k

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

video optical-flow frame-interpolation splatting forward-warp
  • Updated Aug 10, 2024
  • Python

avinashpaliwal / Super-SloMo

Star 3k

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
  • Updated Mar 9, 2023
  • Python

Kobaayyy / Awesome-CVPR2026-CVPR2025-CVPR2024-CVPR2021-CVPR2020-Low-Level-Vision

Star 1.7k

A Collection of Papers and Codes for CVPR2026/CVPR2025/CVPR2024/CVPR2021/CVPR2020 Low Level Vision

computer-vision 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 cvpr2026
  • Updated Jun 26, 2026

mafiosnik777 / enhancr

Star 814

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
  • Updated Jan 15, 2024
  • JavaScript

Vchitect / VEnhancer

Star 579

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
  • Updated Sep 16, 2024
  • Python

lisiyao21 / AnimeInterp

Star 455

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

frame-interpolation animation-videos
  • Updated Mar 31, 2024
  • Python

Vaida12345 / waifuExtension

Star 448

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
  • Updated Jun 8, 2023
  • Swift

myungsub / CAIN

Star 351

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
  • Updated May 26, 2023
  • Python

ltkong218 / IFRNet

Star 347

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
  • Updated Feb 19, 2024
  • Python

JihyongOh / XVFI

Star 311

[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
  • Updated Sep 21, 2022
  • Python

Djdefrag / FluidFrames

Star 274

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
  • Updated May 23, 2026
  • Python

MCG-NKU / AMT

Star 272

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
  • Updated Apr 26, 2023
  • Python

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

Star 249

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
  • Updated Dec 15, 2025

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

Star 247

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
  • Updated Apr 15, 2026

DarrenPan / Awesome-ECCV2022-Low-Level-Vision

Star 170

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
  • Updated Apr 28, 2023

couleur-tweak-tips / smoothie-rs

Star 160

🧋 add motion blur to videos, with granular configuration

rust cli video ffmpeg interpolation video-processing ffmpeg-wrapper vapoursynth frame-interpolation rust-cli mvtools frame-blending
  • Updated Apr 10, 2026
  • Rust

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

Star 157

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

machine-learning awesome computer-vision deep-learning interpolation artificial-intelligence video-processing motion-blur vapoursynth restoration deblurring motion-deblurring frame-interpolation low-level-vision video-interpolation video-deblurring video-frame-interpolation video-restoration rife cvpr2025
  • Updated Nov 7, 2025

MONZikWasTaken / Framegen

Star 132

Real-time neural frame interpolation in the browser: hand-written WGSL runtime on raw WebGPU, 2.9 MB model, 2x-6x any <video> at 3-4 ms per frame. Chrome extension.

chrome-extension machine-learning real-time video-processing webgpu compute-shaders frame-interpolation real-time-rendering video-interpolation rife wgsl
  • Updated Aug 23, 2026
  • JavaScript
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