Classification using Deep Learning Networks

Published in IEEE 2018 9th International Conference on Computing, Communication and Networking Technologies (ICCCNT) held at IISc Bangalore.

Abstract

The project aims to use Deep Convolutional Neural Networks(DCNN) for Semantic Segmentation of Traffic Scenes with potential applications in Intelligent Transportation Systems. Deep Learning techniques can improve accuracy of Semantic Segmentation of RGB-D images and their Disparity Map.

Dataset

Ciyscapes Dataset