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Manually creating the Labeled Tile training chips from Export Training Data for Deep Learning

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Monday
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cGISs
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Hello,

I wanted to manually carve out some Labeled Tile training chips from my input TIFF raster and labeled polyline feature map, as Export Training Data for Deep Learning isn't working.

If anyone knows any method to accomplish this, or if an alternative to Export Training Data for Deep Learning is available to produce inputs that can transfer train a model with Train Deep Learning Model (doesn't have to be ArcGIS Pro), then that would be greatly appreciated.

For context, here is the workflow I'm trying to accomplish.

I'm currently running ArcGIS Pro 3.7 and deep-learning-essentials package version 3.7.

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