Skin Disease Classification using modern Deep neural networks

This repo contains all implementations and results for the final project of Deep Learning course (AIT3001 37*)!

Folder Structure

The repo contains 4 big folders as four model we developed, include all information about implementation and results of 4 differents models. Each big folder contains 2 subfolders as "notebooks" and "logs", where the codes and figures correspond to the big folder's model.

├───Baseline
│   ├───logs
│   └───notebooks
├───ResNet
│   ├───logs
│   └───notebooks
├───VGG
│   ├───logs
│   └───notebooks
└───ViT
    ├───logs
    └───notebooks

Members of Group 24

No.	Name	Student ID
1	Cao Xuân Nguyên	22022670
2	Dương Thị Thu Thảo	22022638
3	Hoàng Đình Hưng	22022662
4	Triệu Vũ Hoàn	22022654
5	Hoàng Bùi Tuấn Anh	22022611
6	Lê Hoàng Anh	22022563

Tech Stack

Languages: Python

Frameworks: Numpy, Pandas, Matplotlib, Pytorch, Pytorch Lightning, etc

Virtual Machines Google Colab, Kaggle, Wandb, etc

Clone the project

  git clone https://github.com/Deep-Learning-AIT3001-37/Skin-disease-classification-using-Deep-neural-Networks.git

Acknowledgements

Feedback

If you have any feedback, please reach out to us at 22022670@vnu.edu.vn

License

MIT