Compression for Machines

Image Compression using deep neural networks for various computer vision tasks such as classification, object detection, and segmentation (Supervisor: Dr. Ivan Bajić)

Diabetes Retinopathy Classification

Diabetes Retinopathy detection and classification using two different modalities: OCT(Optical Coherence Tomography) and Fundus (Supervisor: Dr. Faisal Beg)

SVM-IPM

Implementation of Soft margin Support Vector Machines (SVM) using Interior Point Methods: 1)Barrier method and 2)Primal-Dual method

OpenAI-Cartpole

Solving OpenAI Cartpole problem using Q-Learning and Deep Q-Networks