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basicsr

Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, BasicVSR, SwinIR, ECBSR, etc. Also support StyleGAN2, DFDNet.

blenderproc

A procedural Blender pipeline for photorealistic training image generation

deep-burst-sr

Official implementation of Deep Burst Super-Resolution

fmen

Lowest memory consumption and second shortest runtime in NTIRE 2022 challenge on Efficient Super-Resolution

image-restoration-experiments

Image restoration rxperiments with PyTorch Lightning + Hydra

irr

Iterative Residual Refinement for Joint Optical Flow and Occlusion Estimation (CVPR 2019)

matting

mmedit

mmflow

OpenMMLab optical flow toolbox and benchmark

moments

nafnet

The state-of-the-art image restoration model without nonlinear activation functions.

nas

quantsr

This project is the official implementation of our accepted NeurIPS 2023 (spotlight) paper QuantSR: Accurate Low-bit Quantization for Efficient Image Super-Resolution.

raisr

A Python implementation of RAISR

repvgg

RepVGG: Making VGG-style ConvNets Great Again

sbs-generator

This repository contains a framework for converting monocular videos into side-by-side (SBS) 3D videos. It utilizes a combination of image processing techniques and depth map predictions to generate separate views for each eye, creating a 3D effect when viewed with appropriate hardware.

sceneflow_from_blender

Get 3D motion vectors / scene flow directly from Blender

seeing3d

vision_blender

A Blender addon for generating synthetic ground truth data for Computer Vision applications