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3dunet-pytorch

3DUNet implemented with pytorch

bci

BCI: Breast Cancer Immunohistochemical Image Generation through Pyramid Pix2pix

benchmark-elm-line-oct-dataset

Benchmarking Automated Detection Of The Retinal External Limiting Membrane In A 3D Spectral Domain Optical Coherence Tomography Image Dataset of Full Thickness Macular Holes

breast_tumor_segmentation

Breast tumor segmentation and shape classification in mammograms using generative adversarial and convolutional neural network

breastus-classification

cxrmate

CXRMate: Longitudinal Data and a Semantic Similarity Reward for Chest X-Ray Report Generation

detection-tumor-position

the boundary detection of the tumor

h2former

ip-irm

[NeurIPS 2021] The PyTorch implementation of paper "Self-Supervised Learning Disentangled Group Representation as Feature"

loveda

[NeurIPS2021 Poster] LoveDA: A Remote Sensing Land-Cover Dataset for Domain Adaptive Semantic Segmentation

lunginfseg

LungINFseg: Segmenting COVID-19 Infected Regions in Lung CT Images Based on Receptive-Field-Aware Deep Learning Framework

min_max_similarity

A contrastive learning based semi-supervised segmentation network for medical image segmentation

miseval

a metric library for Medical Image Segmentation EVALuation

nucseg

pycococreator

Helper functions to create COCO datasets

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

rotationdetection

This is a tensorflow-based rotation detection benchmark, also called UranusDet.

segcaps.pytorch

A pytorch implementation of SegCaps.

semantic-segmentation-suite

Semantic Segmentation Suite in TensorFlow. Implement, train, and test new Semantic Segmentation models easily!

skin-project

FCA-Net: Adversarial Learning for Skin Lesion Segmentation Based on Multi-scale Features and Factorized Channel Attention

stanford_campus_segmentation

This repository contains code for semantic segmentation of objects at https://cvgl.stanford.edu/projects/uav_data/

tilgenpro

Python-based pipeline for tiles generation and pre-processing from digitized histopathological images.

unet-aerialsegmentation

A PyTorch implementation of U-Net for aerial imagery semantic segmentation.

vt-unet

Code for A Volumetric Transformer for Accurate 3D Tumor Segmentation

wsi-hgnn

Histopathology Whole Slide Image Analysis with Heterogeneous Graph Representation Learning - CVPR 2023

yolov7

Implementation of paper - YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors