guo2004131

SegPrompt

Official Implementation of ICCV 2023 Paper - SegPrompt: Boosting Open-World Segmentation via Category-level Prompt Learning

kits21

The official repository of the 2021 Kidney and Kidney Tumor Segmentation Challenge

nnUNet

geoopt

Riemannian Adaptive Optimization Methods with pytorch optim

botorch

Bayesian optimization in PyTorch

TensorMONK

A collection of deep learning models (PyTorch implemtation)

UaNet

medicaldetectiontoolkit

The Medical Detection Toolkit contains 2D + 3D implementations of prevalent object detectors such as Mask R-CNN, Retina Net, Retina U-Net, as well as a training and inference framework focused on dealing with medical images.

pytorch-deeplab-xception

DeepLab v3+ model in PyTorch. Support different backbones.

pygcn

Graph Convolutional Networks in PyTorch

labelme

Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).

surface-distance

Library to compute surface distance based performance metrics for segmentation tasks.

pytorch-3dunet

3D U-Net model for volumetric semantic segmentation written in pytorch

ckb

RGB Driver for Linux and OS X

Attention-Gated-Networks

Use of Attention Gates in a Convolutional Neural Network / Medical Image Classification and Segmentation

attention-is-all-you-need-pytorch

A PyTorch implementation of the Transformer model in "Attention is All You Need".

siamese-triplet

Siamese and triplet networks with online pair/triplet mining in PyTorch

pytorch-segmentation-toolbox

PyTorch Implementations for DeeplabV3 and PSPNet

pytorch-crf

(Linear-chain) Conditional random field in PyTorch.

crfasrnn

This repository contains the source code for the semantic image segmentation method described in the ICCV 2015 paper: Conditional Random Fields as Recurrent Neural Networks. http://crfasrnn.torr.vision/

faster-rcnn.pytorch

A faster pytorch implementation of faster r-cnn

ssd.pytorch

A PyTorch Implementation of Single Shot MultiBox Detector

Semantic-Segmentation-Suite

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

pytorch-ewc

Unofficial PyTorch implementation of DeepMind's PNAS 2017 paper "Overcoming Catastrophic Forgetting"

PSPNet-TF-Reproduce

Training PSPNet in Tensorflow. Reproduce the performance from the paper.

SemanticSegmentation_DL

Resources of semantic segmantation based on Deep Learning model

dla

Code for the CVPR 2018 Oral Paper "Deep Layer Aggregation"

refinenet

RefineNet: Multi-Path Refinement Networks for High-Resolution Semantic Segmentation

pytorch-segmentation-detection

Image Segmentation and Object Detection in Pytorch

drn

Dilated Residual Networks