Ongoing Projects

Image Based Census for Animals

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

Deep nets analysis, exploration and visualization

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

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

Exploration into RL algorithms through games

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


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

Traffic Analysis using CV

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

VR Shooter with Dodging agent

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

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