Deep Learning

Reddit Flair Detector

A Flask web application to predict flair (tag) of any post on India Subreddit using Machine Learning Algorithms.

Dog Breed Classifier

A PyTorch implementation of Dog Breed Classification.

Dynamic Automation Allocation

Dynamically allocating the aircraft control by detecting the level of pilot’s cognitive workload.

Sleep Quality Assessment

Multi-modal ML and DL architectures to forecast overnight sleep quality from the first 60 minutes of sleep data. We're testing out various predictors of sleep quality such as duration, number of durations, and number of slow waves.

User Sign-Up Source Identification

Summer internship project to identify the source of a user's profile picture on the SHEROES platform.

Visual Question Answering

Answering questions posed in natural language about the contents of an image - in the form of short text.

VoiceBox- A Sign Language Translator

Recognition of hand gestures in 3D space using a single low resolution camera for converting American Sign Language into any spoken language.