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algorithms_mathmodels

【国赛】【美赛】数学建模相关算法 MATLAB实现（2018年初整理）

annotated_deep_learning_paper_implementations

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

attention-gated-networks

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

awesome-attention-mechanism-in-cv

:punch: CV中常用注意力模块;即插即用模块;ViT模型. PyTorch Implementation Collection of Attention Module and Plug&Play Module

awesome-vision-attentions

Summary of related papers on visual attention. Related code will be released based on Jittor gradually.

d2l-en

An interactive deep learning book with code, math, and discussions.

dat

Repository of Vision Transformer with Deformable Attention

dataset

医学影像数据集列表

deep-learning

:computer:深度学习实战：手写数字识别、Discuz验证码识别、垃圾分类、语义分割

external-attention-pytorch

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

grounded-segment-anything

Marrying Grounding DINO with Segment Anything & Stable Diffusion & BLIP & Whisper & ChatBot - Automatically Detect , Segment and Generate Anything with Image, Text, and Speech Inputs

icm-codeimplemention

美赛模型与代码实现，基于python和MATLAB

image_segmentation

Pytorch implementation of U-Net, R2U-Net, Attention U-Net, and Attention R2U-Net.

ischemic-stroke-lesion-segmentation

luna16-unet

Unet for segmenting Luna-16 dataset. Data analytics course.

mcm-icm

Learning materials and codes of MCM/ICM

mcm-models

MCM Models with Python

medical-data

medical-image

Medical Image processing

mtl-segthor

Dependent Multi-Task Learning for the Segmentation of Thoracic Organs at Risk in CT Images

nnunet

python-style-guide

python code style guide book / python 代码、单元测试和项目规范

pytorch-examples

Simple examples to introduce PyTorch

segment-anything

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

ssl4mis

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

structseg2019

SE-ResUnet

swin-unet

[ECCVW 2022] The codes for the work "Swin-Unet: Unet-like Pure Transformer for Medical Image Segmentation"

transunet

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

uctransnet

unetplusplus

Official Keras Implementation for UNet++ in IEEE Transactions on Medical Imaging and DLMIA 2018