antonotnawang Goto Github PK

3d-image-visualization-and-interaction

3D image visualization and interaction using python matplotlib

3dcellseg

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 learning-based 3D cell instance segmentation pipeline".)

algo-trading-dc-public

Algo trading using Directional Change.

amazing_xai

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

antonotnawang

Config files for my GitHub profile.

antonotnawang.github.io

Hi, I am Anton Wang.

binance-public-data

Details on how to get Binance public data

binance-public-data-download

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

cellcounter

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

create_azure_vm_and_some_configurations

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.

cs-quality-courses

计算机的优秀课程

datasets

Datasets used in Plotly examples and documentation

dynamic

EchoNet-Dynamic is a deep learning model for assessing cardiac function in echocardiogram videos.

grabcut-python

Implementing GrabCut using python

hint

[CVPR 2022] HINT: Hierarchical Neuron Concept Explainer

imagenet_and_pytorch_pretrained_model_id_mapping

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

learningalgo

个人学习整理

lecturecode-sp17

mesh_simplification_python

An implementation of mesh simplification algorithm using python

mydbscan

Implementing DBSCAN using numpy and pytorch

naviairway

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

saliency_maps

Pytorch implementation of some saliency map methods for XAI.

spatial-activation-concept-vector

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

standford_cs106a_assignments

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

tcav-pytorch

A simple TCAV implementation using pytorch.

ucb_cs61b

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

ultrasound-svd-component-explanation

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

video-moment-retrieval-papers

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

vit-visualization

vl-model-for-ultrasound

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