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annotated-transformer

An annotated implementation of the Transformer paper.

antspy

Advanced Normalization Tools in Python

biformer

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

biformer_test

caffe

Caffe: a fast open framework for deep learning.

clip-driven-universal-model

Rank first in Medical Segmentation Decathlon (MSD) Competition.

deepmask

Torch implementation of DeepMask and SharpMask

detectron2

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

examples

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

jdtlosses

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

nnunet

project-based-learning

Curated list of project-based tutorials

pytorch-examples

Simple examples to introduce PyTorch

pytorch-handbook

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-tutorial

PyTorch Tutorial for Deep Learning Researchers

pytorch-unet

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

sam-med2d

Official implementation of SAM-Med2D

swin-transformer

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

tensor2tensor

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

transunet

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

tutorials

MONAI Tutorials

umap

Uniform Manifold Approximation and Projection

vt-unet

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