topic Mystery Auto-Generated Vegetation While Using Deep Learning in ArcGIS Pro in ArcGIS Image Analyst Questions https://community.esri.com/t5/arcgis-image-analyst-questions/mystery-auto-generated-vegetation-while-using-deep/m-p/335978#M228 <HTML><HEAD></HEAD><BODY><P>Hello and good day to all</P><P></P><P>I was going through Deep Learning to locate the Palms in Tonga course, and when I turned off aerial imagery layer I noticed that arcgis populated the basemap with "trees"... many of them are where there are palms in the image, but not all, and I managed to detect most of them with my model, and they definitely weren't created by the deep learning model, but what the heck are they?&nbsp;</P><P></P><P>I can't select or query them, they seem to just be an auto-populated canopy against the basemap...</P><P>By the way, the are only sitting where the imagery layer was sitting(pic 3 shows this). Not above or below. They disappear somewhere around 1:4000. They are more accurate in some cases than my model, could be useful to use them!</P><P></P><P>Anyone have any ideas?<IMG alt="" class="jive-emoji image-1 jive-image j-img-original" src="https://community.esri.com/legacyfs/online/497780_KOLOVAIMYSTERY8.png" /><IMG alt="" class="jive-emoji jive-image image-2 j-img-original" src="https://community.esri.com/legacyfs/online/497781_KOLOVAIMYSTERY7.png" /><IMG alt="" class="image-3 jive-emoji jive-image" height="411" src="https://community.esri.com/legacyfs/online/497782_KOLOVAIMYSTERY5.png" width="729" /></P></BODY></HTML> Wed, 24 Jun 2020 20:14:03 GMT RileyBreen 2020-06-24T20:14:03Z Mystery Auto-Generated Vegetation While Using Deep Learning in ArcGIS Pro https://community.esri.com/t5/arcgis-image-analyst-questions/mystery-auto-generated-vegetation-while-using-deep/m-p/335978#M228 <HTML><HEAD></HEAD><BODY><P>Hello and good day to all</P><P></P><P>I was going through Deep Learning to locate the Palms in Tonga course, and when I turned off aerial imagery layer I noticed that arcgis populated the basemap with "trees"... many of them are where there are palms in the image, but not all, and I managed to detect most of them with my model, and they definitely weren't created by the deep learning model, but what the heck are they?&nbsp;</P><P></P><P>I can't select or query them, they seem to just be an auto-populated canopy against the basemap...</P><P>By the way, the are only sitting where the imagery layer was sitting(pic 3 shows this). Not above or below. They disappear somewhere around 1:4000. They are more accurate in some cases than my model, could be useful to use them!</P><P></P><P>Anyone have any ideas?<IMG alt="" class="jive-emoji image-1 jive-image j-img-original" src="https://community.esri.com/legacyfs/online/497780_KOLOVAIMYSTERY8.png" /><IMG alt="" class="jive-emoji jive-image image-2 j-img-original" src="https://community.esri.com/legacyfs/online/497781_KOLOVAIMYSTERY7.png" /><IMG alt="" class="image-3 jive-emoji jive-image" height="411" src="https://community.esri.com/legacyfs/online/497782_KOLOVAIMYSTERY5.png" width="729" /></P></BODY></HTML> Wed, 24 Jun 2020 20:14:03 GMT https://community.esri.com/t5/arcgis-image-analyst-questions/mystery-auto-generated-vegetation-while-using-deep/m-p/335978#M228 RileyBreen 2020-06-24T20:14:03Z Re: Mystery Auto-Generated Vegetation While Using Deep Learning in ArcGIS Pro https://community.esri.com/t5/arcgis-image-analyst-questions/mystery-auto-generated-vegetation-while-using-deep/m-p/335979#M229 <HTML><HEAD></HEAD><BODY><P>I'm curious to know how you tweaked the settings to even get a somewhat decent result.&nbsp; I've tried a bunch of different variations and the model is almost useless. I was meticulous with the training samples but the performance is bad.&nbsp; See attached results using the default settings in the tutorial.<IMG alt="Detect palm trees with a deep learning model - default settings" class="jive-emoji image-1 jive-image j-img-original" src="https://community.esri.com/legacyfs/online/506806_Kolovai_Fail.PNG" /></P></BODY></HTML> Sat, 12 Sep 2020 01:50:33 GMT https://community.esri.com/t5/arcgis-image-analyst-questions/mystery-auto-generated-vegetation-while-using-deep/m-p/335979#M229 ScottSweet2 2020-09-12T01:50:33Z