Course Project for Deep Learning (Worcester Polytechnic Institute)

This repository heavily depends on the work mentioned in the references section.

1. The dataset should be downloaded from the following links and placed in a directory named cityscapes
   1. https://www.cityscapes-dataset.com/file-handling/?packageID=1
   2. https://www.cityscapes-dataset.com/file-handling/?packageID=3
   3. https://www.cityscapes-dataset.com/file-handling/?packageID=7
      
2. To run training script

Python train_cityscapes.py

3. To run inference script

Python inference_cityscapes.py

This code works with both NYUD and Cityscapes at the moment.

1. Bharath Kumar Ramesh Babu
2. Ghokulji Selvaraj
3. Durga Prakash Karuppannan
4. Krishna Sathwik Durgaraju

1. Real-Time Joint Semantic Segmentation and Depth Estimation Using Asymmetric Annotations
2. Semantic Instance Segmentation with a Discriminative Loss Function