TyBruceChen

AI, computer vision, image processing, embedded system

Northern Arizona University

Pinned Repositories

AI-Telehealth-System-with-ViT-and-Kyper-Cryptography
A Highly Secure and Accurate System for COVID-19 Diagnosis from Chest X-ray Images <DOI: 10.1109/MWSCAS60917.2024.10658795>
Language:Jupyter Notebook0 1 00
Animated2GradCAM
Interactive visualization of classification model's decisions (Using Grad-CAM theorem and Animint2 R package), which can help researches understand mechanisms of computer vision models' decisions
Language:Python0 2 00
Animated2GradCAM-COVID19-Chest-X-ray-DesnseNet121-140px-431Case
This is a interactive visualization of densenet121 on the COVID-19 chest X-ray dataset classification through Animated2Grad
Language:JavaScript0 1 00
Animated2GradCAM-COVID19-Chest-X-ray-EfficientNetB0-140px-431Case
This is a interactive visualization of efficientnetb0 on the COVID-19 chest X-ray dataset classification through Animated2Grad
Language:JavaScript00
Animated2GradCAM-COVID19-Chest-X-ray-ViT-V1-100px-809Case
An interactive visualization of machine learning model the modified vision transformer (under our research) on COVID-19 chest X-ray dataset
Language:JavaScript0 1 00
Animated2GradCAM-COVID19-Chest-X-ray-ViT-V2-200px-696Case
An interactive visualization of machine learning model the modified vision transformer (under our research) on COVID-19 chest X-ray dataset
Language:JavaScript0 1 01
Grad-CAM-pytorch---Understand-deep-learning-from-higher-view
Gradient Class Activation Map (with pytorch): Visualize the model's prediction to help understand CNN and ViT models better
Language:Python0 2 00
LLM-based-web-chat-robot
Web Chat Robot based on LLama3.2-1B Model at Server-side Deployment with Continuous Conversation
Language:Python00
Research-A-Vision-Transformer-Machine-Learning-Model-for-COVID-19-Dagnosis-Using-Chest-X-Ray-Images
The code used in research article: <A Vision Transformer Machine Learning Model for COVID-19 Diagnosis Using Chest X-Ray Images>: https://doi.org/10.1016/j.health.2024.100332
Language:Python0 2 00
SpXFSS
A lightweight and easy-deployed file system server based on php and XAMPP server for multiplatform file upload/downloading
Language:PHP00

TyBruceChen's Repositories

TyBruceChen/AI-Telehealth-System-with-ViT-and-Kyper-Cryptography
A Highly Secure and Accurate System for COVID-19 Diagnosis from Chest X-ray Images <DOI: 10.1109/MWSCAS60917.2024.10658795>
Language:Jupyter Notebook0 1 00
TyBruceChen/Animated2GradCAM
Interactive visualization of classification model's decisions (Using Grad-CAM theorem and Animint2 R package), which can help researches understand mechanisms of computer vision models' decisions
Language:Python0 2 00
TyBruceChen/Animated2GradCAM-COVID19-Chest-X-ray-DesnseNet121-140px-431Case
This is a interactive visualization of densenet121 on the COVID-19 chest X-ray dataset classification through Animated2Grad
Language:JavaScript0 1 00
TyBruceChen/Animated2GradCAM-COVID19-Chest-X-ray-EfficientNetB0-140px-431Case
This is a interactive visualization of efficientnetb0 on the COVID-19 chest X-ray dataset classification through Animated2Grad
Language:JavaScript00
TyBruceChen/Animated2GradCAM-COVID19-Chest-X-ray-ViT-V1-100px-809Case
An interactive visualization of machine learning model the modified vision transformer (under our research) on COVID-19 chest X-ray dataset
Language:JavaScript0 1 00
TyBruceChen/Animated2GradCAM-COVID19-Chest-X-ray-ViT-V2-200px-696Case
An interactive visualization of machine learning model the modified vision transformer (under our research) on COVID-19 chest X-ray dataset
Language:JavaScript0 1 01
TyBruceChen/Grad-CAM-pytorch---Understand-deep-learning-from-higher-view
Gradient Class Activation Map (with pytorch): Visualize the model's prediction to help understand CNN and ViT models better
Language:Python0 2 00
TyBruceChen/LLM-based-web-chat-robot
Web Chat Robot based on LLama3.2-1B Model at Server-side Deployment with Continuous Conversation
Language:Python00
TyBruceChen/NAU-AI-Telehealth-Web-App
This is one product of AI-Telehealth project, users can get prediction of COVID19 by uploading Chest X-ray image (better 224*224). Flask python is used for building local user, FRP is used to expose it, and Amazon EC2 instance is in charge of publish it to public Internet. (Website available now since I leave US to CN)
Language:Jupyter Notebook0 1 00
TyBruceChen/Research-A-Vision-Transformer-Machine-Learning-Model-for-COVID-19-Dagnosis-Using-Chest-X-Ray-Images
The code used in research article: <A Vision Transformer Machine Learning Model for COVID-19 Diagnosis Using Chest X-Ray Images>: https://doi.org/10.1016/j.health.2024.100332
Language:Python0 2 00
TyBruceChen/School-Account-Projects
Projects in my other account (mainly school works)
0 1 00
TyBruceChen/SpXFSS
A lightweight and easy-deployed file system server based on php and XAMPP server for multiplatform file upload/downloading
Language:PHP00
TyBruceChen/tybrucechen.github.io
This personal page is available at https://tybrucechen.github.io/
Language:HTML0 1 00
TyBruceChen/Animated2GradCAM-COVID19-Chest-X-ray-ViT-V3-140px-609Case
An interactive visualization of machine learning model the modified vision transformer (under our research) on COVID-19 chest X-ray dataset (Sync display)
Language:JavaScript1
TyBruceChen/Animated2GradCAM-COVID19-Chest-X-ray-ViT-V4-140px-609Case
An interactive visualization of machine learning model the modified vision transformer (under our research) on COVID-19 chest X-ray dataset (Sync display Revised with Dr. Hocking)
Language:JavaScript1 0
TyBruceChen/Animated2GradCAM-COVID19-Chest-X-ray-ViT-V5-140px-609Case
An interactive visualization of machine learning model the modified vision transformer (under our research) on COVID-19 chest X-ray dataset (Sync display Revised with Dr. Hocking)
Language:JavaScript1 0
TyBruceChen/Cross-Entropy-Loss-pytorch
An interpretation of cross-entropy loss through both the theory and pytorch experiment.
1 0
TyBruceChen/DQN-KAN-test
This repository tries to realize DQN with superseding MLP with KAN
Language:Jupyter Notebook1 0
TyBruceChen/DRL-DeepQNetwork-training-failures-summarise
This repository analyzes several possible reasons for leading false positive trainings in DQN with CartPole (gymnasium)
Language:Jupyter Notebook1
TyBruceChen/Flask-Web-App-Azure-NAUcapstone-Telehealth-TestV
This is an EXPERIMENT web app project to let user use our COVID-19 detection service remotely. For more information, please visit our capstone page: https://sites.google.com/nau.edu/ai-telehealth/home
Language:HTML1 0
TyBruceChen/GPT-2-novel-topic-fine_tuning-and-DDP
GPT-2 model fine-tuned on Chinese novels for specific topic, and with DDP
Language:Python1
TyBruceChen/Machine-Learning-Results-Evaluation-of-Image-Classification
Generate evaluation metrics and plot graphs that used to evaluate and compare visual models
Language:Python
TyBruceChen/miwifi-AX3000T-openwrt-tutorial
AX3000T， Openwrt 仅用于科学上网，及个人回顾
TyBruceChen/Tutorial-Conda-cuDNN-NCCL-installation-for-Pytorch
This is a tutorial for installing CUDA (v11.8) and cuDNN (8.6.9) to enable programming torch with GPU. It also mentions about implementation of NCCL for distributed GPU DNN model training.
Language:Jupyter Notebook1 0
TyBruceChen/TyBruceChen-Animated2GradCAM-COVID19-Chest-X-ray-ResNet50-140px-431Case
This is a interactive visualization of resnet50 on the COVID-19 chest X-ray dataset classification through Animated2Grad
Language:JavaScript1 0
TyBruceChen/Viz-animint2-research-covid-19-chest-xrays
This is the result visualization of Research: A Vision Transformer Machine Learning Model for COVID-19 Dagnosis Using Chest X-Ray Images
Language:JavaScript1 0
TyBruceChen/Viz-animint2-research-covid-19-chest-xrays-Code
Code of <Viz-animint2-research-covid-19-chest-xrays> visualization using R and animint2 package
Language:R
TyBruceChen/Web-mushyokutense
A website created for fun (But also can be my personal page)
Language:HTML1 0