booooming

RAM-DSIR

[ECCV'22] Generalizable Medical Image Segmentation via Random Amplitude Mixup and Domain-Specific Image Restoration

SupContrast

PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)

MedMamba

This is the official code repository for "MedMamba: Vision Mamba for Medical Image Classification"

transunet_pytorch

Vessel-wgan-pytorch

An implementation of《Retinal Vessel Segmentation in Fundoscopic Images with Generative Adversarial Networks》

ultralytics

NEW - YOLOv8 🚀 in PyTorch > ONNX > OpenVINO > CoreML > TFLite

KAIR

Image Restoration Toolbox (PyTorch). Training and testing codes for DPIR, USRNet, DnCNN, FFDNet, SRMD, DPSR, BSRGAN, SwinIR

ssl

AveragingImages

Aggregating images to combine and make the average image or face of the combined images

Awesome-Denoise

One-paper-one-short-contribution-summary of all latest image/burst/video Denoising papers with code & citation published in top conference and journal.

pytorch-swin-transformer

复现swin-transformer

QueryDet-PyTorch

[CVPR 2022 Oral] QueryDet: Cascaded Sparse Query for Accelerating High-Resolution Small Object Detection

Real-ESRGAN

Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.

ESRGAN

ECCV18 Workshops - Enhanced SRGAN. Champion PIRM Challenge on Perceptual Super-Resolution. The training codes are in BasicSR.

DeepRelight

Deep Relighting Network for Image Light Source Manipulation

SSL4MIS

Semi Supervised Learning for Medical Image Segmentation, a collection of literature reviews and code implementations.

BCDU

R_Unet

Video prediction using lstm and unet

SRCNN-pytorch

PyTorch implementation of Image Super-Resolution Using Deep Convolutional Networks (ECCV 2014)

vdsr_pytorch

VDSR PyTorch Implementation

UCTransNet

Implementation of our AAAI'22 work: 'UCTransNet: Rethinking the Skip Connections in U-Net from a Channel-wise Perspective with Transformer'.

AdvancedEAST-PyTorch

将原本Keras版本的AdvancedEAST改写成PyTorch版，将数据集由.npy文件改成一个LMDB文件，加入Precision，Recall, F1 score方便训练以及调试，底层网络仍然用VGG16。

FarSeg

FarSeg (Implemented by PaddlePaddle 2.3)

FarSeg

Foreground-Aware Relation Network for Geospatial Object Segmentation in High Spatial Resolution Remote Sensing Imagery (CVPR 2020 & TPAMI 2023) https://arxiv.org/pdf/2011.09766.pdf

SETR

[CVPR 2021] Rethinking Semantic Segmentation from a Sequence-to-Sequence Perspective with Transformers

UA-MT

code for MICCAI 2019 paper 'Uncertainty-aware Self-ensembling Model for Semi-supervised 3D Left Atrium Segmentation'.

myPolyULessons

record all my codes during my Msc time

sturcture-inpainting

Source code of AAAI 2020 paper 'Learning to Incorporate Structure Knowledge for Image Inpainting'

edge-connect

EdgeConnect: Structure Guided Image Inpainting using Edge Prediction, ICCV 2019 https://arxiv.org/abs/1901.00212

ISIC2018

Lesion attributes segmentation for melanoma detection with multi-task U-Net