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Panagiotou / ImageToDEM

Generating Elevation Surface from a Single RGB Remotely Sensed Image Using Deep Learning
https://www.mdpi.com/2072-4292/12/12/2002
MIT License
84 stars 11 forks source link

pretrained weights of the model #7

Open SorourMo opened 1 year ago

SorourMo commented 1 year ago

Hi, Thanks for sharing your code. I have a bunch of DEM rasters that I'd like to convert into RGB. I saw you did the same thing and the results looked pretty good. It doesn't even matter if the output RGB raster is super accurate in my case. I was wondering if you could share the pre-trained weights of your DEM-to-RGB converter so people like me can use it.

Thank you!

Panagiotou commented 1 year ago

Hi, a version of the model can be found under Model/pix2pix_Tensorflow/model. But I doubt that it would work on your data without being explicitly trained on them. I think you would have to train your own model

SorourMo commented 1 year ago

I just checked Model/pix2pix_Tensorflow. Isn't the provided "saved_model.pb" model, the pre-trained weights of the RGB -to-DEM conversion? I'm interested in the reverse conversion: DEM to RGB.

Thanks,