python-projects

Projects explanation:

1. Web crawler: Crawl and process 800+ data in a website from data table and websocket. Run the crawler and data writer in paralel using multiprocessing system to write the data faster and make the overall program run faster and efficient.
2. Web interface project: A streamlit project to visualize data cluster using multiple clustering algorithm
3. Music generator project: A piano music generator that are trained using transformer-xl model. Created using Tensorflow.
4. Image processing project: A project to classify glaucoma disease using multiple image processing algorithm including CNN, Transformer, KNN, and data augmentation method SMOTE.