Beast code in Giters

[CVPR 2022--Oral] Restormer: Efficient Transformer for High-Resolution Image Restoration. SOTA for motion deblurring, image deraining, denoising (Gaussian/real data), and defocus deblurring.

Language:PythonNOASSERTION165000

kubric

A data generation pipeline for creating semi-realistic synthetic multi-object videos with rich annotations such as instance segmentation masks, depth maps, and optical flow.

Language:Jupyter NotebookApache-2.0224200

VRT

VRT: A Video Restoration Transformer (official repository)

Language:PythonNOASSERTION131600

fvcore

Collection of common code that's shared among different research projects in FAIR computer vision team.

Language:PythonApache-2.0194600

Zooming-Slow-Mo-CVPR-2020

Fast and Accurate One-Stage Space-Time Video Super-Resolution (accepted in CVPR 2020)

Language:PythonGPL-3.090700

video-compare

Split screen video comparison tool using FFmpeg and SDL2

Language:C++GPL-2.090200

image-split-with-overlap

Split any image with any degree of overlap.

Language:Python8300

InvDN

Implementation for the paper: Invertible Denoising Network: A Light Solution for Real Noise Removal (CVPR2021).

Language:PythonApache-2.018700

ImageCodingResearchTools

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YUView

The Free and Open Source Cross Platform YUV Viewer with an advanced analytics toolset

Language:C++NOASSERTION180000

mdf

Multi-scale discriminator feature-wise loss function

Language:Jupyter NotebookBSD-3-Clause10300

awesome-deep-hdr

A collection of deep learning based methods for HDR image synthesis

38500

HEVC-Complexity-Reduction

Source programs to test the deep-learning-based complexity reduction approach for HEVC, at both intra- and inter-modes.

Language:C++12400

iunets

A fully invertible U-Net for memory efficiency in Pytorch.

Language:PythonMIT12000

FLAVR

Code for FLAVR: A fast and efficient frame interpolation technique.

Language:PythonApache-2.044100

MPRNet

[CVPR 2021] Multi-Stage Progressive Image Restoration. SOTA results for Image deblurring, deraining, and denoising.

Language:PythonNOASSERTION114100

TDAN-VSR-CVPR-2020

TDAN: Temporally-Deformable Alignment Network for Video Super-Resolution, CVPR 2020

Language:PythonMIT40000

RViDeNet

Supervised Raw Video Denoising with a Benchmark Dataset on Dynamic Scenes. CVPR 2020

Language:Python18600

pulse

PULSE: Self-Supervised Photo Upsampling via Latent Space Exploration of Generative Models

Language:Python775400

Deep-Learning-on-Image-Denoising-An-overview

Deep Learning on Image Denoising: An overview (Neural Networks, 2020)

8500

icecream

🍦 Never use print() to debug again.

Language:PythonMIT872100

NTIRE20_raw_image_denoising_winner_MWRCANet

Language:Python3700

Deep-HdrReconstruction

Official PyTorch implementation of "Single Image HDR Reconstruction Using a CNN with Masked Features and Perceptual Loss" (SIGGRAPH 2020)

Language:PythonBSD-3-Clause13300