GBDX Challenge
The available notebooks are large and they can not be displayed entirely in github. To view the full notebooks you should download them locally to your computer.
In case the notebooks are not accessible through github, here are the links to the published GBDX Notebooks:
Africa1 : https://notebooks.geobigdata.io/hub/notebooks/5b4bb5cf2486966ea89b76e9?tab=code
Africa2 : https://notebooks.geobigdata.io/hub/notebooks/5b4bbd8c2486966ea89b76eb?tab=code
Egypt : https://notebooks.geobigdata.io/hub/notebooks/5b4baf562486966ea89b76e6?tab=code
Asia : https://notebooks.geobigdata.io/hub/notebooks/5b4b916e2486966ea89b76de?tab=code
Brazil : https://notebooks.geobigdata.io/hub/notebooks/5b4bc3592486966ea89b76ed?tab=code
5 notebooks are provided, each one performing change detection for a different region.
We demonstrate change detection results for areas in Egypt, Asia, Brazil and Africa.
To run the notebooks, you should download the segnet_model.py file, as well as the trained weights and the mean and standard deviation of the training dataset:
Trained Weights : https://drive.google.com/file/d/15JIuZQUvah2T1KElFMidLxMckhAIhHJ-/view
Mean of Training Data : https://drive.google.com/file/d/1rMeXY4d6g1IsOsn3-nHMIVdijbSs4kFj/view
Standard Deviation of Training Data : https://drive.google.com/file/d/1Z4qwmGJrLBPZC8qfN4CZRYI8BOG5xCaR/view