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1. LLM-based-web-chat-robot LLM-based-web-chat-robot Public

   Web Chat Robot based on LLama3.2-1B Model at Server-side Deployment with Continuous Conversation

   Python

2. SpXFSS SpXFSS Public

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

   PHP

3. AI-Telehealth-System-with-ViT-and-Kyper-Cryptography AI-Telehealth-System-with-ViT-and-Kyper-Cryptography Public

   A Highly Secure and Accurate System for COVID-19 Diagnosis from Chest X-ray Images <DOI: 10.1109/MWSCAS60917.2024.10658795>

   Jupyter Notebook

4. Research-A-Vision-Transformer-Machine-Learning-Model-for-COVID-19-Dagnosis-Using-Chest-X-Ray-Images Research-A-Vision-Transformer-Machine-Learning-Model-for-COVID-19-Dagnosis-Using-Chest-X-Ray-Images Public

   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

   Python

5. Animated2GradCAM Animated2GradCAM Public

   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

   Python

6. Grad-CAM-pytorch---Understand-deep-learning-from-higher-view Grad-CAM-pytorch---Understand-deep-learning-from-higher-view Public

   Gradient Class Activation Map (with pytorch): Visualize the model's prediction to help understand CNN and ViT models better

   Python 1