Tianyang Sun's starred repositories
generative-ai-for-beginners
21 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/
research-method
论文写作与资料分享
tennis-tracking
Open-source Monocular Python HawkEye for Tennis
how-to-optim-algorithm-in-cuda
how to optimize some algorithm in cuda.
tvm_mlir_learn
compiler learning resources collect.
AI-interview-cards
最完整的AI算法面试题目仓库，1000道，25个类目
HistomicsTK
A Python toolkit for pathology image analysis algorithms.
mil_pooling_filters
This repository is the official implementation of "Distribution based MIL pooling filters: experiments on a lymph node metastases dataset".
PathomicFusion
Fusing Histology and Genomics via Deep Learning - IEEE TMI
ImageProcessing100Wen
「画像処理100本ノック」中文版本！为图像处理初学者设计的 100 个问题。
UNetPlusPlus
[IEEE TMI] Official Implementation for UNet++
FastSurfer
PyTorch implementation of FastSurferCNN
Deformable
Deformable shape module with focus on neonatal cortex reconstruction.
BIMCV-COVID-19
Valencia Region Image Bank (BIMCV) that combines data from the PadChest dataset with future datasets based on COVID-19 pathology to provide the open scientific community with data of clinical-scientific value that helps early detection of COVID-19
cnn-interpretability
🏥 Visualizing Convolutional Networks for MRI-based Diagnosis of Alzheimer’s Disease
cnn-explainer
Learning Convolutional Neural Networks with Interactive Visualization.
LA-DNN-for-COVID-19-diagnosis
Online COVID-19 diagnosis with chest CT images: Lesion-attention deep neural networks
freesurfer
Neuroimaging analysis and visualization suite
volumentations
3D volume data augmentation package inspired by albumentations
SegLossOdyssey
A collection of loss functions for medical image segmentation
COVID-19-CT-Seg-Benchmark
A Benchmark for Lung and Infection Segmentation in COVID-19 CT scans