Using "Export Training Data For Deep Learning" tool on denser portion of the image instead of entire image

Murtaza_Mir — Mon, 25 Mar 2024 13:31:01 GMT

Hi all,

Using ArcGIS Pro 3.2 version.

I need to use the tool "Export Training Data for Deep Learning" tool for a deep learning job. The problem is an image segmentation problem and so far I have prepared the initial dataset in ArcGIS Pro. So far, I have a Mosaic dataset that I created by combining multiple MrSID images. For the deep learning model, I intend to use this at the input as these are unsegmented. For the output, I have prepared a corresponding, segmented .tif image in which all the pixels are either 0 or 1 where pixel value 0 belongs to all non-objects and pixel value 1 belongs to the objects of interest.

Now, instead of using the Export Training Data for Deep Learning tool for the entire image, I want to use tis tool only on regions that have higher density of objects. I am not able to figure out how do I use this tool only on a specific region. From visual inspection, I know the region I want to extract the data from but I don't know how to do it.

Any tips?

Thanks

topic Using "Export Training Data For Deep Learning" tool on denser portion of the image instead of entire image in ArcGIS Pro Questions

Using "Export Training Data For Deep Learning" tool on denser portion of the image instead of entire image