zmbhou

AI-assistant-for-breast-tumor-segmentation

TotalSegmentator

Tool for robust segmentation of >100 important anatomical structures in CT images

Towards-Image-Compression-and-Analysis-with-Transformers

Source code of AAAI 2022 paper "Towards End-to-End Image Compression and Analysis with Transformers".

pytorch-faster-rcnn

pytorch based implementation faster rcnn

SIXray

The SIXray dataset

TransFG

This is the official PyTorch implementation of the paper "TransFG: A Transformer Architecture for Fine-grained Recognition" (Ju He, Jie-Neng Chen, Shuai Liu, Adam Kortylewski, Cheng Yang, Yutong Bai, Changhu Wang, Alan Yuille).

ContrastMask

Official code for "ContrastMask: Contrastive Learning to Segment Every Thing" (CVPR2022)

MER

The implementation on Towards Scalable and Fast Distributionally Robust Optimization for Data-Driven Deep Learning.

ContrastiveSeg

ICCV2021 (Oral) - Exploring Cross-Image Pixel Contrast for Semantic Segmentation

SPML

Universal Weakly Supervised Segmentation by Pixel-to-Segment Contrastive Learning

EPS

Official PyTorch implementation of "Railroad is not a Train: Saliency as Pseudo-pixel Supervision for Weakly Supervised Semantic Segmentation", CVPR2021

yolo_tracking

BoxMOT: pluggable SOTA tracking modules for segmentation, object detection and pose estimation models

deep-person-reid

Torchreid: Deep learning person re-identification in PyTorch.

inverse_weighting

Code release for the paper B. Shirokikh, A. Shevtsov et al. "Universal Loss Reweighting to Balance Lesion Size Inequality in 3D Medical Image Segmentation" (MICCAI 2020, oral).

DST-CBC

Implementation of our Pattern Recognition paper "DMT: Dynamic Mutual Training for Semi-Supervised Learning"

once-for-all

[ICLR 2020] Once for All: Train One Network and Specialize it for Efficient Deployment

Food-Volume-Estimation

SJTU-CS386 Digital Image Processing Course Project

CVPR-2021-Papers

Coarse2Fine-PyTorch

MLPL

D3Dnet

Repository for "Deformable 3D Convolution for Video Super-Resolution", SPL, 2020

CCNet-Pure-Pytorch

Criss-Cross Attention (2d&3d) for Semantic Segmentation in pure Pytorch with a faster and more precise implementation.

easy-cs

CS，如此简单!

NIC

End-to-End Learnt Image Compression Codec

wssdl_bus

Joint Weakly and Semi-Supervised Deep Learning for Localization and Classification of Masses in Breast Ultrasound Images

improving-inference-for-neural-image-compression

Official code repo for NeurIPS 2020 paper "Improving Inference for Neural Image Compression"

ViewAL

[CVPR'20] Implementation for the paper "ViewAL: Active Learning with Viewpoint Entropy for Semantic Segmentation"

SSL4MIS

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

GPQ

Generalized Product Quantization Network For Semi-supervised Image Retrieval - CVPR 2020

high-fidelity-generative-compression

Pytorch implementation of High-Fidelity Generative Image Compression + Routines for neural image compression