Alex8211101

Alex8211101

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Company:Harbin Institute of Technology

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Alex8211101's repositories

Knee_segmentation

This is project connected to my masters thesis dedicated to segmentation of knee MR images by using CNN

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3D-U-net

MRI image of rectal cancer segmentation using3D U-net baseline

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MedicalZooPytorch

A pytorch-based deep learning framework for multi-modal 2D/3D medical image segmentation

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2019_IWOAI_Challenge

Knee MRI cartilage segmentation model used in 2019 IWOAI segmentation challenge

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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.

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3D-Medical-Image-Segmentation

3D Medical Image Segmentation Pytorch

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aim

Aim 💫 — easy-to-use and performant open-source ML experiment tracker.

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CLD-Semi

MICCAI 2022 (Provisionally Accepted): Calibrating Label Distribution for Class-Imbalanced Barely-Supervised Knee Segmentation

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examples

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

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explore-python

:green_book: The Beauty of Python Programming.

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External-Attention-pytorch

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

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HelloGitHub

:octocat: 分享 GitHub 上有趣、入门级的开源项目

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HITsz-daily-report

基于Github Action的定时HITsz疫情上报脚本,开箱即用

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learn-python

📚 Playground and cheatsheet for learning Python. Collection of Python scripts that are split by topics and contain code examples with explanations.

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Python

All Algorithms implemented in Python

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Python-100-Days

Python - 100天从新手到大师

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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。

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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.

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pytorch-3dunet

3D U-Net model for volumetric semantic segmentation written in pytorch

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pytorch-CycleGAN-and-pix2pix

Image-to-Image Translation in PyTorch

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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

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Pytorch-Medical-Segmentation

This repository is an unoffical PyTorch implementation of Medical segmentation in 2D and 3D.

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Pytorch-UNet

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

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Pytorch-Unet3D-single_channel

3D-Unet: patched based Pytorch implementation for medical images segmentation

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SegLoss

A collection of loss functions for medical image segmentation

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segmentation_models.pytorch

Segmentation models with pretrained backbones. PyTorch.

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tensorflow

An Open Source Machine Learning Framework for Everyone

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tensorlayer

Deep Learning and Reinforcement Learning Library for Scientists and Engineers 🔥

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UNetPlusPlus

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

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vision

Datasets, Transforms and Models specific to Computer Vision

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