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alex8211101's Projects

3d-cnn-segmentation icon 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-u-net icon 3d-u-net

MRI image of rectal cancer segmentation using3D U-net baseline

aim icon aim

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

awesome-pytorch-list icon awesome-pytorch-list

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

cld-semi icon cld-semi

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

deeplearning icon deeplearning

深度学习入门教程, 优秀文章, Deep Learning Tutorial

deeplearning-1 icon deeplearning-1

Python for《Deep Learning》,该书为《深度学习》(花书) 数学推导、原理剖析与源码级别代码实现

examples icon examples

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

external-attention-pytorch icon external-attention-pytorch

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

games icon games

Create interesting games by pure python.

hellogithub icon hellogithub

:octocat: 分享 GitHub 上有趣、入门级的开源项目

knee_segmentation icon knee_segmentation

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

learn-python icon learn-python

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

medicalzoopytorch icon medicalzoopytorch

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

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