An implementation of mesh simplification algorithm using python

Hi, I am Anton Wang.

A Multi-Task Ultrasound Image Analysis Model by Vision-language Co-training

[CVPR 2022] HINT: Hierarchical Neuron Concept Explainer

Official implementation of "A novel deep learning-based 3D cell segmentation framework for future image-based disease detection". (However, I think the title should be "3DCellSeg - a robust deep le…

NaviAirway: a Bronchiole-sensitive Deep Learning-based Airway Segmentation Pipeline

Config files for my GitHub profile.

[CVPR XAI4CV 2022] Exploring Concept Contribution Spatially: Hidden Layer Interpretation with Spatial Activation Concept Vector

个人学习整理

A machinelearning-based automated cell counting tool requiring only one image for training

A tool to show the responsible region of each SVD component on ultrasound images.

Pytorch implementation of some saliency map methods for XAI.

Summary of the papers related to video moment retrieval / video grounding / video moment localization ...

python script to download binance public data from https://data.binance.vision/

Algo trading using Directional Change.

A simple TCAV implementation using pytorch.

A tutorial to teach you how to create an Azure VM for deep learning, mount the hard drivers, install NVIDIA GPU driver and CUDA and CUDNN, and create user accounts.

Showing the relationship between ImageNet ID and labels and pytorch pre-trained model output ID and labels

Some codes while learning the lesson from https://joshhug.gitbooks.io/hug61b/content/

Code implementation of the assignments of Standford CS106A using IntelliJ IDEA.

3D image visualization and interaction using python matplotlib

Implementing DBSCAN using numpy and pytorch

Implementing GrabCut using python

Top conference papers & top journal papers on Explainable/Interpretable AI (XAI)