Soumya Chatterjee's Projects
Locates medicines kept on a table and passes required ones to the user. Uses a MobileNet CNN classifier to recognize medicines, an Android app to accept voice commands and a Arduino to control the CNC.
Course Project for Medical Image Computing(CS 736), Spring 2019, IIT Bombay. Cell Segmentation using U-Net. PyTorch implementation.
Django Channels Tutorial to make an asynchronous chat application (Sockets)
Neural networks for cryo-EM reconstruction
Course Project for Software Systems Lab. Battleship Game was implemented using Django and django-channels for the backend and React, HTML, and JS for the frontend.
Enigma machine replicated on racket
WnCC Seasons Of Code 2018 project. Designed a chatbot using RasaNLU for answering queries of newly joined students at IIT Bombay
Implemention of Fast Gradient Sign Method for generating adversarial examples in Keras
A distributed deep learning framework that supports flexible parallelization strategies.
Code for the paper Joint Learning of Hyperbolic Label Embeddings for Hierarchical Multi-label Classification (EACL '21)
Code for our AAAI 2021 paper "Model-agnostic Fits for Understanding Information Seeking Patterns in Humans"
Course Project for Automatic Speech Recognition. Implemented music translation from one instrument to another using two approaches, different LSTM encoder-decoder based architectures and the other using a WaveNet autoencoder heavily based on a Facebook AI research paper and codebase
A 3-layer neural network trained on MNIST implemented on Keras
Greyatom ML Assignment
Packet classifier of a router implemented in VHDL