I am trying to apply Deep Learning for a classification problem. I have rainfall data, DEM in 'geotif' format. Do I have to convert it and then provide as an input or can the 'geotif' image directly go as an input. I am using Python and is new to the whole setup. I have installed Tensorflow and in the way to Keras. What exactly am I supposed to do hereafter?
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You should convert your geotiff files to jpg, then, you will be easily use all the pretrained models and you will get your model in less time.
For converting the geotiff to jpg, refer here.

Abhishek Verma
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Gr8..thanks for the link. Any idea if gdal.Translate is available in Python? – Gita Gosavi May 13 '20 at 08:09
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Yes. https://gis.stackexchange.com/questions/42584/how-to-call-gdal-translate-from-python-code – Abhishek Verma May 13 '20 at 12:37