https://github.com/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

grad-cam grad-cam-visualization image-classification python

Last synced: 13 Mar 2025

https://github.com/tybrucechen/llm-based-web-chat-robot

Web Chat Robot based on LLama3.2-1B Model at Server-side Deployment with Continuous Conversation and Audio Input (powered by OpenAI's Whisper model)

audio-transcribing llama3 llm llm-inference text-generation

Last synced: 30 Mar 2025

https://github.com/tybrucechen/machine-learning-results-evaluation-of-image-classification

Generate evaluation metrics and plot graphs that used to evaluate and compare visual models

Last synced: 13 Mar 2025

https://github.com/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

animint2 computer-vision grad-cam interactive-visualizations

Last synced: 13 Mar 2025

https://github.com/tybrucechen/drl-deepqnetwork-training-failures-summarise

This repository analyzes several possible reasons for leading false positive trainings in DQN with CartPole (gymnasium)

Last synced: 13 Mar 2025

https://github.com/tybrucechen/tybrucechen.github.io

This personal page is available at https://tybrucechen.github.io/

Last synced: 13 Mar 2025

https://github.com/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)

Last synced: 13 Mar 2025

https://github.com/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.

cuda-installation nccl pytorch-installation ubuntu ubuntu-server windows-10

Last synced: 08 Apr 2025

https://github.com/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

Last synced: 13 Mar 2025

https://github.com/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

grad-cam python r scripts

Last synced: 13 Mar 2025

https://github.com/tybrucechen/web-mushyokutense

A website created for fun (But also can be my personal page)

Last synced: 13 Mar 2025

https://github.com/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

Last synced: 13 Mar 2025

https://github.com/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)

Last synced: 13 Mar 2025

https://github.com/tybrucechen/dqn-kan-test

This repository tries to realize DQN with superseding MLP with KAN

Last synced: 13 Mar 2025

https://github.com/tybrucechen/viz-animint2-research-covid-19-chest-xrays-code

Code of <Viz-animint2-research-covid-19-chest-xrays> visualization using R and animint2 package

Last synced: 13 Mar 2025

https://github.com/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

flask microsoft-azure python vscode

Last synced: 13 Mar 2025

https://github.com/tybrucechen/cross-entropy-loss-pytorch

An interpretation of cross-entropy loss through both the theory and pytorch experiment.

Last synced: 13 Mar 2025

https://github.com/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

Last synced: 13 Mar 2025

https://github.com/tybrucechen/research-a-vision-transformer-machine-learning-model-for-covid-19-dagnosis-using-chest-x-ray-images

The code will be attached once our paper: <A Vision Transformer Machine Learning Model for COVID-19 Dagnosis Using Chest X-Ray Images> has been accepted and published.

Last synced: 13 Mar 2025

https://github.com/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>

animated2gradcam computer-vision-algorithms kyber system-design

Last synced: 13 Mar 2025

https://github.com/tybrucechen/school-account-projects

Projects in my other account (mainly school works)

Last synced: 13 Mar 2025

https://github.com/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)

Last synced: 13 Mar 2025

https://github.com/tybrucechen/spxfss

A lightweight and easy-deployed file system server based on php and XAMPP server for multiplatform file upload/downloading

file-system php xampp

Last synced: 21 Mar 2025

https://github.com/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)

chest-xray-images covid19-data image-classification

Last synced: 13 Mar 2025