soumyac1999

FGSM-Keras

Implemention of Fast Gradient Sign Method for generating adversarial examples in Keras

hyperbolic-label-emb-for-hmc

Code for the paper Joint Learning of Hyperbolic Label Embeddings for Hierarchical Multi-label Classification (EACL '21)

Cell-Segmentation

Course Project for Medical Image Computing(CS 736), Spring 2019, IIT Bombay. Cell Segmentation using U-Net. PyTorch implementation.

FAQ-Bot-for-Freshmen

WnCC Seasons Of Code 2018 project. Designed a chatbot using RasaNLU for answering queries of newly joined students at IIT Bombay

Automated-Dispensary

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.

Chat_App

Django Channels Tutorial to make an asynchronous chat application (Sockets)

cryodrgn

Neural networks for cryo-EM reconstruction

infoseek

Code for our AAAI 2021 paper "Model-agnostic Fits for Understanding Information Seeking Patterns in Humans"

instrumental-music-translation

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

cs229s-project

CS251-Battleship

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-Racket

Enigma machine replicated on racket

FlexFlow

A distributed deep learning framework that supports flexible parallelization strategies.

keras-mnist-nn

A 3-layer neural network trained on MNIST implemented on Keras

Linear_Regression_Assessment

Greyatom ML Assignment

packet-classifier

Packet classifier of a router implemented in VHDL

soumyac1999