Computer Vision

Graph Convolution Network Classifier with Sparse Adjacency Matrix Prior

Benchmarking FCN, CNN & GCN Classfier with a Custom Prior

Art Style Classification with Self-Trained Ensemble of AutoEncoding Transformations

Investigation on the use of deep semi-supervised neural models to extract dense features in complex & ambiguous images spanning across 27 unique artistic styles. Self-supervision enforced to resolve class imbalance of WikiArt dataset

Event-driven Pedestrian & Vehicle Detection

Implementation of a real-time ROI-based Vehicle Detection and Counting system using OpenCV & YOLO