Advanced Normalization Tools in Python

MONAI Tutorials

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

Official implementation of SAM-Med2D

Rank first in Medical Segmentation Decathlon (MSD) Competition.

Optimization with JDTLoss and Evaluation with Fine-grained mIoUs for Semantic Segmentation

This repository includes the official project of TransUNet, presented in our paper: TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation.

Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

Uniform Manifold Approximation and Projection

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

PyTorch Tutorial for Deep Learning Researchers

Curated list of project-based tutorials

pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行

PyTorch implementation of the U-Net for image semantic segmentation with high quality images

Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

[CVPR 2023] Official code release of our paper "BiFormer: Vision Transformer with Bi-Level Routing Attention"

Caffe: a fast open framework for deep learning.

An annotated implementation of the Transformer paper.

[MICCAI2022] This is an official PyTorch implementation for A Robust Volumetric Transformer for Accurate 3D Tumor Segmentation

Simple examples to introduce PyTorch

Torch implementation of DeepMask and SharpMask