Computer Vision

Implemented a single-shot instance segmentation algorithm from this research paper by assigning instance categories to each pixel based on location and size of instance. Achieved a mean average precision of 66.3% with a dataset consisting of vehicles, humans and animals

Implemented the YOLO algorithm for the purpose of object recognition of cars, humans and traffic lights from a dataset of more than 3000 images.