rpitonak/building-segmentation

Open Cities AI Challenge: Segmenting Buildings for Disaster Resilience

Open Cities AI Challenge: Segmenting Buildings for Disaster Resilience

This repository contains solution for the Open Cities AI Challenge: Segmenting Buildings for Disaster Resilience hosted by DRIVENDATA.

Whole pipeline is divided into three jupyter notebooks:

1. Data pre-processing
2. Training and evaluation of the model
3. Preparation of the results for submission

Credits

I want to give credits to these people/tools which I have used along the way.

• How to prepare patches of data for training.

• Getting started guide from johnowhitaker.

• Fast.AI

Google colab notebook was bootstraped using colab-bootstrap by Zaitra.