silburt/DeepMoon

Can you provide Mercury DEM images?

WangSong960913 opened this issue · 4 comments

Can you provide Mercury DEM images?Thanks

cczhu commented

Mercury DEM images can be found on the USGS website. I think the one we used was the MESSENGER Global DEM.

How did you feed the Mercury DEM images into the pre-processing pipeline without any ground-truth? Thank you!

Also, how did you deal with the file types of the DEM's provided?

As mentioned in our paper, the Mercury images were an example of transfer learning, so we used our trained model only in prediction mode -> model.predict(image), and then manually verified using annotation the accuracy of this procedure. Our demo python notebook - https://github.com/silburt/DeepMoon/blob/master/docs/Using%20Zenodo%20Data.ipynb - should help with dealing with the file types.