Get Started with Sample Code

Starter Kit

This code includes simple U-Net and instruction for compiling the xBD dataset.

This code provides a demo of U-Net-EfficientNet-B4 ready to run on Google Colaboratory based on the work from the segmentation_models.pytorch repository by qubvel, available at: https://github.com/qubvel/segmentation_models.pytorch.

Lightweight Models

This is a demo of OpenEarthMap lightweight models searched with SparseMask and FasterSeg neural architecture search methods. The models were automatically searched and pretrained on the OpenEarthMap dataset (using only the training and validation sets).