Projects
ML notes
Custom implementations purely for academic reasons. It mainly comprises of jupyter notebooks with explanations of concepts alongside actual implementation in Python.
Classify trash
A combination of client-side image-capture with server-side Xception network fine-tuned for images of trash. Runs on standard modern browsers over mobile and computer platforms.
AI Gomoku
A reinforcement learning based approach to the Gomoku game. It is meant to replicate the ALPHA Go program, but for Gomoku. Though the standard gomoku is not exactly a fair game, so a few tweaks are necessary.
IN PROGRESS
Accent transfer
Can one use the ideas of neural style transfer from convnets for audio with LSTM?
IN PROGRESS