https://community.esri.com/t5/arcgis-api-for-python-questions/how-to-compare-the-data-before-and-after/m-p/1086035#M6434 <P>Hi,</P><P>I use the arcgis.learn.prepare_data for data augmentation. Then, I use show_batch to visualize the exported training samples with labels after data augmentation. However, I do not know the coordinate location of the samples on the raster imagery. How can I know this coordinate information of the samples along with labels? The reason I need to know the coordinate locations of the samples is to examine the changes of samples after applying data augmentation to choose suitable augmentation parameters.</P><P>Thank you.</P><P>&nbsp;</P><P>&nbsp;</P><P>&nbsp;</P><P>&nbsp;</P><P>&nbsp;</P> Thu, 05 Aug 2021 01:58:28 GMT lienpham83 2021-08-05T01:58:28Z https://community.esri.com/t5/arcgis-api-for-python-questions/how-to-compare-the-data-before-and-after/m-p/1086035#M6434 <P>Hi,</P><P>I use the arcgis.learn.prepare_data for data augmentation. Then, I use show_batch to visualize the exported training samples with labels after data augmentation. However, I do not know the coordinate location of the samples on the raster imagery. How can I know this coordinate information of the samples along with labels? The reason I need to know the coordinate locations of the samples is to examine the changes of samples after applying data augmentation to choose suitable augmentation parameters.</P><P>Thank you.</P><P>&nbsp;</P><P>&nbsp;</P><P>&nbsp;</P><P>&nbsp;</P><P>&nbsp;</P> Thu, 05 Aug 2021 01:58:28 GMT https://community.esri.com/t5/arcgis-api-for-python-questions/how-to-compare-the-data-before-and-after/m-p/1086035#M6434 lienpham83 2021-08-05T01:58:28Z https://community.esri.com/t5/arcgis-api-for-python-questions/how-to-compare-the-data-before-and-after/m-p/1088260#M6475 <P>Currently we do not have any way to know what coordinates you are looking at from the {data}.show_batch() output.<BR />However to address your original concern you can call the prepare_data() by passing an additional parameter transforms=False, this will turn off all kind of data augmentations. You can then visualize sample data using {data}.show_batch() and compare it with the ones you get without passing this parameter.</P> Thu, 12 Aug 2021 04:53:13 GMT https://community.esri.com/t5/arcgis-api-for-python-questions/how-to-compare-the-data-before-and-after/m-p/1088260#M6475 Anonymous User 2021-08-12T04:53:13Z