Generating semantic maps of road geometry through satellite view

As the title suggests, the idea of project is to derive semantic road geometry through satelite image view.

Installation

create the conda environment through the environment file provided

conda env create -f environment.yml

Data

This command downloads the data into current working directory

python get_data.py

Start Jupyter

This command starts the jupyter lab in current working directory

jupyter lab

Training

start train_segmentation.ipynb through lab and follow the commands

Testing

start test_segmentation.ipynb through lab and follow the commands