rimchang

MaskCLIP

Official PyTorch implementation of "Extract Free Dense Labels from CLIP" (ECCV 22 Oral)

RVRT

Recurrent Video Restoration Transformer with Guided Deformable Attention (NeurlPS2022, official repository)

NAFNet

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

UniFormer

[ICLR2022] official implementation of UniFormer

two-camera-white-balance

fog_simulation-SFSU_synthetic

BDL

fog_simulation_DBF

MGCDA

Domain Adaptation for Semantic Segmentation at Nighttime

FDA

Fourier Domain Adaptation for Semantic Segmentation

DerainZoo

DerainZoo for collecting deraining methods, datasets, and codes.

natural_image_tone_enhancement

GAN-based naturalness-preserving image tone enhancement (PG 2019)

TexMapGenOnDeformableObject

Global Texture Mapping for Dynamic Objects (Pacific Graphics 2019)

computational-caricaturization

An unofficial reproduction of Sela et al. "Computational caricaturization of surfaces". CVIU 2015.

cyobj

A fast Wavefront .OBJ file reader/writer library for Python 3 written in Cython

pytorch_tps

Thin plate spline deformation module for PyTorch

DeepVirtualMarkers

DeepDeformable3DCaricatures

[SIGGRAPH 2022] Official code for "Deep Deformable 3D Caricatures with Learned Shape Control"

fifo

[CVPR 2022 Oral, Best Paper Finalist] Official PyTorch implementation of FIFO

Enjoy-Hamburger

[ICLR 2021 top 3%] Is Attention Better Than Matrix Decomposition?

DeepLPF

Code for CVPR 2020 paper "Deep Local Parametric Filters for Image Enhancement"

RetinexNet

A Tensorflow implementation of RetinexNet

KinD_plus

Beyond Brightening Low-light Images

BIMEF

Code and data for the research paper "A Bio-Inspired Multi-Exposure Fusion Framework for Low-light Image Enhancement" (Submitted to IEEE Transactions on Cybernetics)

OpenCE

Contrast Enhancement Techniques for low-light images

ECCV_AERIS

[ECCV 2022] Exploring Resolution and Degradation Clues as Self-supervised Signal for Low Quality Object Detection

ICCV_MAET

[ICCV 2021] Multitask AET with Orthogonal Tangent Regularity for Dark Object Detection. A self-supervised learning way for low-light image object detection.

Illumination-Adaptive-Transformer

[BMVC 2022] You Only Need 90K Parameters to Adapt Light: A Light Weight Transformer for Image Enhancement and Exposure Correction. SOTA for low light enhancement, 0.004 seconds try this for pre-processing.

RealTime_VDBLR

[PG 2022] Official PyTorch Implementation for "Real-Time Video Deblurring via Lightweight Motion Compensation"

SYNDOF

The official matlab implementation of SYNDOF generation used in the paper, 'Deep Defocus Map Estimation using Domain Adaptation', CVPR 2019