Completed Projects

Image Based Census for Animals

Detection of animals in pictures and then identifying separate individuals of the same species

Autonomous Driving System

To create an Autonomous Driving System (ADS) that would run on the open-source simulator CARLA

CNN SLAM

Simultaneous Localisation and Mapping in 2018

Crowd Analysis in Banking Environments

Developing automatic customer identification systems

Deep Fake

Developing face morphing systems for images and videos

Deep nets analysis, exploration and visualization

Using different methods and techniques to try to understand what exactly dictates the decision a neural network makes

Expression Morphing

An application that morphs any expression onto a neutral face based on an input expression

Forest Surveillance

Use deep learning techniques to effectively monitor forests

Fun with Faces

Snapchat like filters for facial images

Lip Reading and AVR

Using covnets for Audio-Visual Recognition and Lip Reading

Document Recovery with OCR and NLP

Using OCR to extract text from documents and fill in the places where the words are missing or mistakes in OCR outputs using Natural Language Processing

Integrated Device for Object Tracking

Multiple object tracking using a negative feedback system

Exploration into RL algorithms through games

Analyzing the performance of various RL algorithms on different games such as Minesweeper,Slither.io and Reconnaissance Blind Chess

Rubik's cube solver

Automated solving of a rubik's cube

Smartcopter

Achieving completely autonomous navigation in a GPS denied environment, by using completely vision-based systems

Sub-pixel Super Resolution

Super resolution of an image using Efficient subpixel Phase Shift CNNs

Early Stage TB Detection

Detection of tuberculosis using breath sounds

Textile Quality Analysis

Determination of fabric quality using fabric image under pick glass

Traffic Analysis using CV

Developing a driver-assistance system that could assist the driver in real-time about Pedestrians,Traffic signs etc.

Traffic Surveillance using Computer Vision

Automation of traffic surveillance using computer vision.

UAVs for Disaster Relief Operation

Using Computer Vision and Deep Learning techniques for efficient disaster relief operations

VR Shooter with Dodging agent

To make a VR shooter game with agents trained by reinforcement learning

Automatic Waste Segregator

For dynamic and effective solid waste management

Cell Segmentation

Our take at Government of India problem statement on cell identification.