Alex8211101's repositories
Knee_segmentation
This is project connected to my masters thesis dedicated to segmentation of knee MR images by using CNN
MedicalZooPytorch
A pytorch-based deep learning framework for multi-modal 2D/3D medical image segmentation
2019_IWOAI_Challenge
Knee MRI cartilage segmentation model used in 2019 IWOAI segmentation challenge
3D-CNN-Segmentation
Applying 3D CNN for bio-medical images segmentation with 3D-Unet, Residual 3D-Unet and Recurrent Residual 3D-Unet (R2U3D) implemented in PyTorch.
3D-Medical-Image-Segmentation
3D Medical Image Segmentation Pytorch
aim
Aim 💫 — easy-to-use and performant open-source ML experiment tracker.
CLD-Semi
MICCAI 2022 (Provisionally Accepted): Calibrating Label Distribution for Class-Imbalanced Barely-Supervised Knee Segmentation
examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
explore-python
:green_book: The Beauty of Python Programming.
External-Attention-pytorch
🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐
HelloGitHub
:octocat: 分享 GitHub 上有趣、入门级的开源项目
HITsz-daily-report
基于Github Action的定时HITsz疫情上报脚本,开箱即用
learn-python
📚 Playground and cheatsheet for learning Python. Collection of Python scripts that are split by topics and contain code examples with explanations.
Python
All Algorithms implemented in Python
Python-100-Days
Python - 100天从新手到大师
PythonPark
Python 开源项目之「自学编程之路」,保姆级教程:AI实验室、宝藏视频、数据结构、学习指南、机器学习实战、深度学习实战、网络爬虫、大厂面经、程序人生、资源分享。
Pytorch--3D-Medical-Images-Segmentation--SALMON
Segmentation deep learning ALgorithm based on MONai toolbox: single and multi-label segmentation software developed by QIMP team-Vienna.
pytorch-3dunet
3D U-Net model for volumetric semantic segmentation written in pytorch
pytorch-CycleGAN-and-pix2pix
Image-to-Image Translation in 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-Medical-Segmentation
This repository is an unoffical PyTorch implementation of Medical segmentation in 2D and 3D.
Pytorch-UNet
PyTorch implementation of the U-Net for image semantic segmentation with high quality images
Pytorch-Unet3D-single_channel
3D-Unet: patched based Pytorch implementation for medical images segmentation
SegLoss
A collection of loss functions for medical image segmentation
segmentation_models.pytorch
Segmentation models with pretrained backbones. PyTorch.
tensorflow
An Open Source Machine Learning Framework for Everyone
tensorlayer
Deep Learning and Reinforcement Learning Library for Scientists and Engineers 🔥
UNetPlusPlus
Official Keras Implementation for UNet++ in IEEE Transactions on Medical Imaging and DLMIA 2018
vision
Datasets, Transforms and Models specific to Computer Vision