Masked-ResShift: Pixel-Level Residual Shift for Image Inpainting
This project explores and tries to enhance the efficiency of diffusion-based image inpainting. #DDPM #ImageGeneration
Projects
Traffic light automation using Reinforming Learning to facilitate emergency vehicles
This project aims to design an automated traffic signal control system that dynamically adjust traffic lights based on real traffic flow, with focused priority on the movement of emergency vehicles. #ReinforcementLearning
Automatic Calibration of Tennis Court Images
This project was done during my internship at PlaEye LLC. One of my proudest work!! #ClassicalComputerVision
Logo Detection and Analysis in Images
This project was a part of my undergrad capstone project advised by Prof. Sathiya Narayanan. S and PlaEye LLC
EasyGo: Smart Parking Assistance System
Project developed as part of the coursework CSE3009 – Internet Of Things in my undergrad #EmbeddedSystem #EdgeInference
Wiki Retrieval Chatbot
Project developed as part of the coursework CSE 4/535-Introduction to Information Retrieval in my Masters #IR #NLP
MindVault: AI Bookmark Manager
MindVault is an innovative Chrome extension that revolutionizes bookmark management using AI. Winner of the Best AI/ML Project at UBHacking’ 24, this tool automatically categorizes and organizes your bookmarks, making them easily accessible and manageable. #IR #NLP
Pi-Eye: Visual Aid for the Colour Blind
Yet another project I am proud of is Pi-Eye. This system empowers individuals with severe or mild color blindness (total absence of cone cells) to identify the color of an object as well as its name. Additionally, it assists individuals with mild visual impairments in recognizing objects within their field of view. The system processes input frames from a camera and remains idle until the user points to an object using a pointer pen. It then activates an audio output, announcing the name and color of the object.
V2V Communication using Free Space Optics
Another project I’m really proud of, where I combined the principles of Optical Communication and Networking to develop a Vehicle-to-Vehicle (V2V) communication system using optics as the communication medium. I designed an error-resilient communication protocol from scratch and successfully demonstrated the transmission of vehicle lane changes, braking, and speed information to another vehicle through a free-space optics medium. #V2V #Networking #FSO