The project focusses on automated grading of Knee Osteoarthritis using Osteoarthritis Initiative (OAI) dataset provided by National Institute of Health (NIH) USA. Our target is to improve state of the art accuracy to best possible using Magnetic Resonance (MRI) Scans of Knee.