Human Aware Recurrent Transformer 2 - User-State Is All You Need?

Evaluated the impact of the adding a recurrent user-state in the accuracy of HaRT model on different NLP tasks and improved the accuracy of the baseline GPT-2 model on the hate speech detection task by 4%.

Github Report

Shadow Removal using Denoising Diffusion Probabilistic Models

Developed a diffusion model for the shadow removal task using inpainting and intermediate-conditional sampling methods that does not rely on shadow masks and retain underlying textures and patterns.

Github Report

AI for Accessibility - Virtual Assistant for Hearing Impaired

Developed a mobile application that detects and classifies sounds in real-time and alerts the user via vibrations and visual notifications. Implemented an Indian Sign Language gesture detection model with an inference time of 1 second.

Github Report

Incread - Prioritised reading

Built a Progressive Web Application and deployed it on AWS EC2 that enabled users to prioritize their reading list and keep track of the number of articles saved, the number of articles read, and the weekly minutes they read on the Pocket Application.

Github

Adaptive E-learning Platform

Built an online adaptive E-learning platform for students interested in learning programming with a flexible curriculum modified based on students’ performance. Relevant resources and tests are provided by tracking the process and performance of the student.

Github

Pothole Detection and Analysis

Android application which allows citizens to click images of potholes and register a complaint. The images are analyzed and attributes like number of potholes, area and location are extracted.

Github