degraded-ai-vision-lab Goto Github PK

adaptationseg

Curriculum Domain Adaptation for Semantic Segmentation of Urban Scenes, ICCV 2017

adaptive_teacher

This repo provides the source code for "Cross-Domain Adaptive Teacher for Object Detection".

cr-da-det

The official PyTorch implementation of paper Exploring Categorical Regularization for Domain Adaptive Object Detection (CR-DA-DET)

da-faster-rcnn

An implementation of our CVPR 2018 work 'Domain Adaptive Faster R-CNN for Object Detection in the Wild'

da_detection

Implementation of "Strong-Weak Distribution Alignment for Adaptive Object Detection"

deep-dense-multi-scale-network-for-snow-removal

degraded-ai-vision-lab.github.io

deraindrop

Attentive Generative Adversarial Network for Raindrop Removal from A Single Image (CVPR 2018)

divmatch

Diversify and Match: A Domain Adaptive Representation Learning Paradigm for Object Detection

fuir

A Flexible and Unified Image Restoration Framework (PyTorch), including state-of-the-art image restoration model. Such as NAFNet, Restormer, MPRNet, MIMO-UNet, SCUNet, SwinIR, HINet, etc. ⭐⭐⭐⭐⭐⭐

h2fa_r-cnn

H2FA R-CNN: Holistic and Hierarchical Feature Alignment for Cross-domain Weakly Supervised Object Detection, in CVPR 2022

heavyrainremoval

An implementation of paper "Heavy Rain Image Restoration: Integrating Physics Model and Conditional Adversarial Learning" (CVPR19)

il-niqe

Python implement for IL-NIQE (A Feature-Enriched Completely Blind Image Quality Evaluator).

iqa-pytorch

PyTorch Toolbox for Image Quality Assessment, including LPIPS, FID, NIQE, NRQM(Ma), MUSIQ, NIMA, DBCNN, WaDIQaM, BRISQUE, PI and more...

jstasr-desnownet-eccv-2020

This is the project page of our paper which has been published in ECCV 2020.

meta-sim

Meta-Sim: Learning to Generate Synthetic Datasets (ICCV 2019)

mprnet

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

nafnet

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

new-transweather

new-Transweather code with proper functioning

niqe

NIQE for IQA in python..

ocda-driving-example

Example code for OCDA-Driving

opencompounddomainadaptation-ocda

Pytorch implementation for "Open Compound Domain Adaptation" (CVPR 2020 ORAL)

pytorch-adda

A PyTorch implementation for Adversarial Discriminative Domain Adaptation

raindropattention

robustness

Corruption and Perturbation Robustness (ICLR 2019)

scl

Implementation of "SCL: Towards Accurate Domain Adaptive Object Detection via Gradient Detach Based Stacked Complementary Losses"

srgb-real-noise-synthesizing

Official PyTorch implementation of "sRGB Real Noise Synthesizing with Neighboring Correlation-Aware Noise Model" in CVPR 2023.

stargan-v2

StarGAN v2 - Official PyTorch Implementation (CVPR 2020)

swinir

SwinIR: Image Restoration Using Swin Transformer (official repository)

urie