Hi Folks,
I am trying to create training data set for deep learning, using "Export Training Data For Deep Learning" tool.
This tool run successful without any error. at output folder location it creates following folder structure also,
But there are images inside 'images' folder and there are no xml files inside 'labels' folder.
Where as in other scenario, where If i give input Raster - as single tif file. it works properly, and creates image chips and labels.
What might be the reason? doesn't this tool support Mosaic Dataset ?
I have large areas, so i mosaic-ed the images and then i am trying to create training data set. Do i have to run this tool multiple times for multiple raster images?
Thanks.
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Ravindra Singh
Export Training Data For Deep Learning—Help | ArcGIS Desktop
mosaic 'layer' is listed
Raster Dataset; Raster Layer; Mosaic Layer; Image Service; MapServer; Map Server Layer; Internet Tiled Layer
Make Mosaic Layer—Data Management toolbox | ArcGIS Desktop
from your Mosaic dataset if not done
Hi Ravindra , As Dan mentioned Mosaic Dataset is a valid input to the tool and it does work. Can you tell me more about the specific version you are using and well as the data you are using.
Thanks Dan Patterson and Sangeet Mathew for your response. I appreciate that.
It's not working for me.may be i am doing something wrong while creating mosaic dataset.
If there is anything wrong here, in my process, please point me to correct one.
Thanks.
there was no projection defined to images and vector data. so i defined the projection from Define_Projection tool.
I hope that they were in that coordinate system.
Using the Define Projection tool should only be used if the data you are working with is just missing a known coordinate system.
If the data were in a different coordinate system and this tool were used with the wrong definition, then the data would be wrong/useless.
Check that step to confirm that Define Projection was used appropriately. If you need it in a different coordinate system, use the Project Tool
Along with downloaded data, it was mentioned that the projection is 27700 projection.
i am sure about this.
I have a question about the output from the Export Training Data for Deep Learning - what should be in the "labels" folder? I have .tif and .tifw files in my "images" folder. But my "labels" folder has .tif, .tifw, and .tif.aux.xml files - the .tif files are all black - no image shows.
What should be in this "labels" folder? Thanks
I am having a similar issue with the all black .tif files, and errant results from the model "trained" on these images.
@DavidHarris5, were you able to solve the the issue with all black .tif files in your exported mask? I am having same issue.