Ing. Abin Jo Abraham

• Deep learning framework which generates interactive annotations from videos • PyTorch model trained with Cityscape data-set • Used YOLO detector and Kalman tracker algorithm for object localization • Analysis of Recurrent Neural Networks(specifically LSTMs) and it’s effectiveness in time series data

• Object instance segmentation in images with neural networks and OpenCV • Deep learning algorithm developed which accepts the wrong coordinates and corrects it • Gained Knowledge in Container based Machine learning solutions like Nvidia-Docker • Gained knowledge in downsizing neural networks to improve the memory utilisation