topic Re: Road Sign Extraction with Deep Learning Example? in ArcGIS API for Python Questions

topic Re: Road Sign Extraction with Deep Learning Example? in ArcGIS API for Python Questions https://community.esri.com/t5/arcgis-api-for-python-questions/road-sign-extraction-with-deep-learning-example/m-p/1233350#M8033 <P>Is there anything new with this? Gathering GIS data for DOT assets from cameras would be beneficial project.</P> Fri, 18 Nov 2022 18:59:45 GMT LukeHenderson1 2022-11-18T18:59:45Z Road Sign Extraction with Deep Learning Example? https://community.esri.com/t5/arcgis-api-for-python-questions/road-sign-extraction-with-deep-learning-example/m-p/825845#M3005 <HTML><HEAD></HEAD><BODY><P>Hi all. I attended the imagery summit yesterday and saw the example of extracting road signs from video using deep learning again. We will be doing a road sign inventory soon and would like to try this workflow. I have seen this showcased several times now in different ESRI presentations\forums. I am wondering if there are any resources for this workflow, particularly any training datasets and recommendations for equipment and capture specs? The closest thing I could find is <A href="https://developers.arcgis.com/python/sample-notebooks/automate-road-surface-investigation-using-deep-learning/">Automate Road Surface Investigation Using Deep Learning</A> example which I'm sure is similar. Thanks again. </P></BODY></HTML> Wed, 07 Oct 2020 17:36:10 GMT https://community.esri.com/t5/arcgis-api-for-python-questions/road-sign-extraction-with-deep-learning-example/m-p/825845#M3005 COSPNWGuy 2020-10-07T17:36:10Z Re: Road Sign Extraction with Deep Learning Example? https://community.esri.com/t5/arcgis-api-for-python-questions/road-sign-extraction-with-deep-learning-example/m-p/825846#M3006 <HTML><HEAD></HEAD><BODY><P>The source and its data is on their github site</P><P><A class="link-titled" href="https://github.com/Esri/arcgis-python-api/tree/master/samples/04_gis_analysts_data_scientists" title="https://github.com/Esri/arcgis-python-api/tree/master/samples/04_gis_analysts_data_scientists">arcgis-python-api/samples/04_gis_analysts_data_scientists at master · Esri/arcgis-python-api · GitHub</A> </P></BODY></HTML> Wed, 07 Oct 2020 19:13:05 GMT https://community.esri.com/t5/arcgis-api-for-python-questions/road-sign-extraction-with-deep-learning-example/m-p/825846#M3006 DanPatterson 2020-10-07T19:13:05Z Re: Road Sign Extraction with Deep Learning Example? https://community.esri.com/t5/arcgis-api-for-python-questions/road-sign-extraction-with-deep-learning-example/m-p/825847#M3007 <HTML><HEAD></HEAD><BODY><P>Not seeing anything for road signs or data?</P></BODY></HTML> Wed, 07 Oct 2020 19:52:15 GMT https://community.esri.com/t5/arcgis-api-for-python-questions/road-sign-extraction-with-deep-learning-example/m-p/825847#M3007 COSPNWGuy 2020-10-07T19:52:15Z Re: Road Sign Extraction with Deep Learning Example? https://community.esri.com/t5/arcgis-api-for-python-questions/road-sign-extraction-with-deep-learning-example/m-p/825848#M3008 <HTML><HEAD></HEAD><BODY><P>there is a data folder but not anything specific to road signs, that is just where the notebooks and the data are housed</P><P><A class="link-titled" href="https://github.com/Esri/arcgis-python-api" title="https://github.com/Esri/arcgis-python-api">GitHub - Esri/arcgis-python-api: Documentation and samples for ArcGIS API for Python</A> </P><P>check inside the Samples folder for other bits</P></BODY></HTML> Wed, 07 Oct 2020 20:12:36 GMT https://community.esri.com/t5/arcgis-api-for-python-questions/road-sign-extraction-with-deep-learning-example/m-p/825848#M3008 DanPatterson 2020-10-07T20:12:36Z Re: Road Sign Extraction with Deep Learning Example? https://community.esri.com/t5/arcgis-api-for-python-questions/road-sign-extraction-with-deep-learning-example/m-p/825849#M3009 <HTML><HEAD></HEAD><BODY><P>Hi <A href="https://community.esri.com/migrated-users/279463">Devin Doring</A>‌,</P><P></P><P>I've found the following feature services for Stop Signs:</P><P><A class="link-titled" href="https://www.arcgis.com/home/item.html?id=f4e7ad6b7c6e43758e22d910f1938c40" title="https://www.arcgis.com/home/item.html?id=f4e7ad6b7c6e43758e22d910f1938c40">https://www.arcgis.com/home/item.html?id=f4e7ad6b7c6e43758e22d910f1938c40</A> </P><P><A class="link-titled" href="https://www.arcgis.com/home/item.html?id=459dc422538c478b8565098027333c10" title="https://www.arcgis.com/home/item.html?id=459dc422538c478b8565098027333c10">https://www.arcgis.com/home/item.html?id=459dc422538c478b8565098027333c10</A> </P></BODY></HTML> Thu, 08 Oct 2020 08:02:48 GMT https://community.esri.com/t5/arcgis-api-for-python-questions/road-sign-extraction-with-deep-learning-example/m-p/825849#M3009 MehdiPira1 2020-10-08T08:02:48Z Re: Road Sign Extraction with Deep Learning Example? https://community.esri.com/t5/arcgis-api-for-python-questions/road-sign-extraction-with-deep-learning-example/m-p/1233350#M8033 <P>Is there anything new with this? Gathering GIS data for DOT assets from cameras would be beneficial project.</P> Fri, 18 Nov 2022 18:59:45 GMT https://community.esri.com/t5/arcgis-api-for-python-questions/road-sign-extraction-with-deep-learning-example/m-p/1233350#M8033 LukeHenderson1 2022-11-18T18:59:45Z