topic Re: Can't export training data for deep learning as PNG chips in Geoprocessing Questions https://community.esri.com/t5/geoprocessing-questions/can-t-export-training-data-for-deep-learning-as/m-p/69792#M2496 <HTML><HEAD></HEAD><BODY><P>Hi Philipp,</P><P></P><P>I had the same issue when trying to get an object-detection deep learning algorithm to run. I had a 16-bit unsigned orthomosaic with 5 bands. Following Makiko's advice on this thread, I extracted the first three bands (RGB bands), and then compiled them back into an orthomosaic using the "Composite" tool under "Raster Tools." After this, I exported the raster to my working directory as a TIFF file.</P><P></P><P>I then created my training samples, and exported them as PNG files. I was able to do this&nbsp;with no problem.</P><P></P><P>&nbsp;As I am using object detection, I exported them with the Meta&nbsp;Data Format being "PASCAL Visual Object Classes," and it worked just fine.</P><P></P><P>Hope that helps!</P></BODY></HTML> Thu, 03 Sep 2020 15:14:39 GMT IsaacBarnhart 2020-09-03T15:14:39Z Can't export training data for deep learning as PNG chips https://community.esri.com/t5/geoprocessing-questions/can-t-export-training-data-for-deep-learning-as/m-p/69790#M2494 <HTML><HEAD></HEAD><BODY><P>I want to use the ArcGIS Pro tool "Export training data for deep learning" on my raster, which has these properties:</P><P><IMG __jive_id="451541" class="image-1 jive-image" src="https://community.esri.com/legacyfs/online/451541_pastedImage_1.png" /></P><P></P><P>I can't choose "png" as image format for the chips. it says error 001523 in the popup.</P><P><IMG __jive_id="451542" class="image-2 jive-image" src="https://community.esri.com/legacyfs/online/451542_pastedImage_7.png" /></P><P><A class="link-titled" href="https://pro.arcgis.com/en/pro-app/tool-reference/tool-errors-and-warnings/001001-010000/tool-errors-and-warnings-01501-01525-001523.htm" title="https://pro.arcgis.com/en/pro-app/tool-reference/tool-errors-and-warnings/001001-010000/tool-errors-and-warnings-01501-01525-001523.htm">001523: JPEG compression is only supported for 8-bit unsigned or 16-bit unsigned data with one or three bands and withou…</A>&nbsp;</P><P>I already tried converting it to a 16bit unsigned integer tiff WITHOUT compression. But it's the same error:</P><P><IMG class="image-3 jive-image" src="https://community.esri.com/legacyfs/online/451543_pastedImage_1.png" /></P><P><STRONG>How do I prepare my raster, to be able to export chips as png? Why can't the tool do this for me automatically?</STRONG></P></BODY></HTML> Wed, 26 Jun 2019 15:02:05 GMT https://community.esri.com/t5/geoprocessing-questions/can-t-export-training-data-for-deep-learning-as/m-p/69790#M2494 PhilippZacharias 2019-06-26T15:02:05Z Re: Can't export training data for deep learning as PNG chips https://community.esri.com/t5/geoprocessing-questions/can-t-export-training-data-for-deep-learning-as/m-p/69791#M2495 <HTML><HEAD></HEAD><BODY><P>Have you tried input raster data to be 3 bands instead of using 4 bands?</P></BODY></HTML> Thu, 17 Oct 2019 18:54:43 GMT https://community.esri.com/t5/geoprocessing-questions/can-t-export-training-data-for-deep-learning-as/m-p/69791#M2495 Anonymous User 2019-10-17T18:54:43Z Re: Can't export training data for deep learning as PNG chips https://community.esri.com/t5/geoprocessing-questions/can-t-export-training-data-for-deep-learning-as/m-p/69792#M2496 <HTML><HEAD></HEAD><BODY><P>Hi Philipp,</P><P></P><P>I had the same issue when trying to get an object-detection deep learning algorithm to run. I had a 16-bit unsigned orthomosaic with 5 bands. Following Makiko's advice on this thread, I extracted the first three bands (RGB bands), and then compiled them back into an orthomosaic using the "Composite" tool under "Raster Tools." After this, I exported the raster to my working directory as a TIFF file.</P><P></P><P>I then created my training samples, and exported them as PNG files. I was able to do this&nbsp;with no problem.</P><P></P><P>&nbsp;As I am using object detection, I exported them with the Meta&nbsp;Data Format being "PASCAL Visual Object Classes," and it worked just fine.</P><P></P><P>Hope that helps!</P></BODY></HTML> Thu, 03 Sep 2020 15:14:39 GMT https://community.esri.com/t5/geoprocessing-questions/can-t-export-training-data-for-deep-learning-as/m-p/69792#M2496 IsaacBarnhart 2020-09-03T15:14:39Z Re: Can't export training data for deep learning as PNG chips https://community.esri.com/t5/geoprocessing-questions/can-t-export-training-data-for-deep-learning-as/m-p/1114634#M25976 <P>Why not exporting tiles as .tif format? This would allow&nbsp; to keep the 4 bands, and to train a Deep learning model on it.</P> Fri, 05 Nov 2021 19:40:37 GMT https://community.esri.com/t5/geoprocessing-questions/can-t-export-training-data-for-deep-learning-as/m-p/1114634#M25976 GLASCAMP 2021-11-05T19:40:37Z Re: Can't export training data for deep learning as PNG chips https://community.esri.com/t5/geoprocessing-questions/can-t-export-training-data-for-deep-learning-as/m-p/1658389#M27640 <P>Exporting training Data for deep learning , after creating samples, it has taken all my time and not finishing. In the review I only have images and labels, how long does it y'all</P> Thu, 16 Oct 2025 12:27:12 GMT https://community.esri.com/t5/geoprocessing-questions/can-t-export-training-data-for-deep-learning-as/m-p/1658389#M27640 NaomiNyasulu 2025-10-16T12:27:12Z