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ailearning

AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP

anatomy-oriented-ssl

awesome-learning-with-label-noise

A curated list of resources for Learning with Noisy Labels

brain-segmentation-pytorch

U-Net implementation in PyTorch for FLAIR abnormality segmentation in brain MRI

cnn-visualization

CNN可视化、理解CNN

codimd

CodiMD - Realtime collaborative markdown notes on all platforms.

ct2mri_3dgan

deep_learning_in_wsi

将深度学习用于病理图像分析以及Openslide和OpenCV使用入門資料

deeplearningbook-chinese

Deep Learning Book Chinese Translation

dltk

Deep Learning Toolkit for Medical Image Analysis

gan-mri

Code repository for Frontiers article 'Generative Adversarial Networks for Image-to-Image Translation on Multi-Contrast MR Images - A Comparison of CycleGAN and UNIT'

matplotlib-cheatsheet

Matplotlib 3.1 cheat sheet. From an upcoming book on matplotlib.

miccai-lits2017

liver segmentation using deep learning

notes-python

中文 Python 笔记

oucml

pulmonary-nodules-segmentation

Tianchi medical AI competition [Season 1]: Lung nodules image segmentation of U-Net. U-Net训练基于卷积神经网络的肺结节分割器

pumpkin-book

《机器学习》（西瓜书）公式推导解析，在线阅读地址：https://datawhalechina.github.io/pumpkin-book

pwc

Papers with code. Sorted by stars. Updated weekly.

python

All Algorithms implemented in Python

python-100-days

Python - 100天从新手到大师

python-wsi-preprocessing

Python Whole Slide Image Preprocessing

pytorch-cyclegan-and-pix2pix

Image-to-image translation in PyTorch (e.g., horse2zebra, edges2cats, and more)

pytorch-grad-cam

Many Class Activation Map methods implemented in Pytorch for CNNs and Vision Transformers. Including Grad-CAM, Grad-CAM++, Score-CAM, Ablation-CAM and XGrad-CAM

pytorch_tricks

some tircks for PyTorch

unet-family

Paper and implementation of UNet-related model.

ztwzx.github.io

ztw的个人博客