tybrucechen Goto Github PK
Name: Tianyi (Bruce) Chen
Type: User
Company: Northern Arizona University
Bio: AI, computer vision, image processing, embedded system
Tianyi (Bruce) Chen's Projects
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
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
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
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
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
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)
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)
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)
deep-reinforcement-learning-with-deep-q-network--a-simple-implementation
This repository is for understanding the fundamentals of Deep Q Network training from both pytorch and tensorflow methods, as an algorithm of deep reinforcement learning
dqn-kan-test
This repository tries to realize DQN with superseding MLP with KAN
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
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
machine-learning-results-evaluation-of-image-classification
Generate evaluation metrics and plot graphs that used to evaluate and compare visual models
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)
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
school-account-projects
Projects in my other account (mainly school works)
tutorial-conda-and-cudnn-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 mentioned about the solution of unabling for torch to detect the CUDA core.
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
tybrucechen.github.io
This personal page is available at https://tybrucechen.github.io/
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
viz-animint2-research-covid-19-chest-xrays-code
Code of <Viz-animint2-research-covid-19-chest-xrays> visualization using R and animint2 package
web-mushyokutense
A website created for fun (But also can be my personal page)
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