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    <title>topic Re: Automatically Recognize Objects in An Image in ArcGIS Image Server Questions</title>
    <link>https://community.esri.com/t5/arcgis-image-server-questions/automatically-recognize-objects-in-an-image/m-p/401481#M1567</link>
    <description>&lt;HTML&gt;&lt;HEAD&gt;&lt;/HEAD&gt;&lt;BODY&gt;&lt;P&gt;one example&amp;nbsp;&lt;A class="link-titled" href="http://pro.arcgis.com/en/pro-app/tool-reference/image-analyst/an-overview-of-the-deep-learning-toolset-in-image-analyst.htm" title="http://pro.arcgis.com/en/pro-app/tool-reference/image-analyst/an-overview-of-the-deep-learning-toolset-in-image-analyst.htm"&gt;An overview of the Deep Learning toolset—Help | ArcGIS Desktop&lt;/A&gt;&amp;nbsp;&lt;/P&gt;&lt;/BODY&gt;&lt;/HTML&gt;</description>
    <pubDate>Fri, 25 Jan 2019 16:27:00 GMT</pubDate>
    <dc:creator>DanPatterson_Retired</dc:creator>
    <dc:date>2019-01-25T16:27:00Z</dc:date>
    <item>
      <title>Automatically Recognize Objects in An Image</title>
      <link>https://community.esri.com/t5/arcgis-image-server-questions/automatically-recognize-objects-in-an-image/m-p/401477#M1563</link>
      <description>&lt;P&gt;I have been working with multispectral and RGB orthomosaic imagery in ArcMap 10.5. I was wondering if anyone knew of a way to possibly automatically have shapefiles drawn around specific objects within the imagery. Doing it manually is great and all but very time consuming for large areas. Maybe there is some python scripting that can be done but, that is a little out of my expertise. I have attached an image as an example. The yellow shapefiles around the objects (2) were done manually and the goal is to make this automatically for similar objects in the imagery. Hope to hear from someone, any information would be greatly appreciated.&amp;nbsp;&lt;/P&gt;</description>
      <pubDate>Sun, 14 Aug 2022 17:39:33 GMT</pubDate>
      <guid>https://community.esri.com/t5/arcgis-image-server-questions/automatically-recognize-objects-in-an-image/m-p/401477#M1563</guid>
      <dc:creator>DaveNuhn</dc:creator>
      <dc:date>2022-08-14T17:39:33Z</dc:date>
    </item>
    <item>
      <title>Re: Automatically Recognize Objects in An Image</title>
      <link>https://community.esri.com/t5/arcgis-image-server-questions/automatically-recognize-objects-in-an-image/m-p/401478#M1564</link>
      <description>&lt;HTML&gt;&lt;HEAD&gt;&lt;/HEAD&gt;&lt;BODY&gt;&lt;P&gt;Nothing is automatic&lt;/P&gt;&lt;P&gt;&lt;A class="link-titled" href="http://pro.arcgis.com/en/pro-app/help/analysis/image-analyst/what-is-the-arcgis-pro-image-analyst-extension-.htm" title="http://pro.arcgis.com/en/pro-app/help/analysis/image-analyst/what-is-the-arcgis-pro-image-analyst-extension-.htm"&gt;Introduction to the ArcGIS Pro Image Analyst extension—ArcGIS Pro | ArcGIS Desktop&lt;/A&gt;&amp;nbsp;&lt;/P&gt;&lt;P&gt;but there are tools here and in other locations that can assist in the process&lt;/P&gt;&lt;/BODY&gt;&lt;/HTML&gt;</description>
      <pubDate>Fri, 25 Jan 2019 14:22:41 GMT</pubDate>
      <guid>https://community.esri.com/t5/arcgis-image-server-questions/automatically-recognize-objects-in-an-image/m-p/401478#M1564</guid>
      <dc:creator>DanPatterson_Retired</dc:creator>
      <dc:date>2019-01-25T14:22:41Z</dc:date>
    </item>
    <item>
      <title>Re: Automatically Recognize Objects in An Image</title>
      <link>https://community.esri.com/t5/arcgis-image-server-questions/automatically-recognize-objects-in-an-image/m-p/401479#M1565</link>
      <description>&lt;HTML&gt;&lt;HEAD&gt;&lt;/HEAD&gt;&lt;BODY&gt;&lt;P&gt;I agree with Dan about automatic, or not being automatic.&amp;nbsp; You will also want to check out &lt;A class="link-titled" href="http://pro.arcgis.com/en/pro-app/get-started/whats-new-in-arcgis-pro.htm" title="http://pro.arcgis.com/en/pro-app/get-started/whats-new-in-arcgis-pro.htm"&gt;What's new in ArcGIS Pro 2.3—ArcGIS Pro | ArcGIS Desktop&lt;/A&gt; since Esri introduced three new geoprocessing tools for image classification and object detection.&lt;/P&gt;&lt;/BODY&gt;&lt;/HTML&gt;</description>
      <pubDate>Fri, 25 Jan 2019 16:17:27 GMT</pubDate>
      <guid>https://community.esri.com/t5/arcgis-image-server-questions/automatically-recognize-objects-in-an-image/m-p/401479#M1565</guid>
      <dc:creator>JoshuaBixby</dc:creator>
      <dc:date>2019-01-25T16:17:27Z</dc:date>
    </item>
    <item>
      <title>Re: Automatically Recognize Objects in An Image</title>
      <link>https://community.esri.com/t5/arcgis-image-server-questions/automatically-recognize-objects-in-an-image/m-p/401480#M1566</link>
      <description>&lt;HTML&gt;&lt;HEAD&gt;&lt;/HEAD&gt;&lt;BODY&gt;&lt;P&gt;Joshua and Dan, thank you both for the insight. I will look into ArcGIS Pro, along with some machine learning techniques that could be done outside of ArcGIS.&amp;nbsp;&lt;/P&gt;&lt;/BODY&gt;&lt;/HTML&gt;</description>
      <pubDate>Fri, 25 Jan 2019 16:20:31 GMT</pubDate>
      <guid>https://community.esri.com/t5/arcgis-image-server-questions/automatically-recognize-objects-in-an-image/m-p/401480#M1566</guid>
      <dc:creator>DaveNuhn</dc:creator>
      <dc:date>2019-01-25T16:20:31Z</dc:date>
    </item>
    <item>
      <title>Re: Automatically Recognize Objects in An Image</title>
      <link>https://community.esri.com/t5/arcgis-image-server-questions/automatically-recognize-objects-in-an-image/m-p/401481#M1567</link>
      <description>&lt;HTML&gt;&lt;HEAD&gt;&lt;/HEAD&gt;&lt;BODY&gt;&lt;P&gt;one example&amp;nbsp;&lt;A class="link-titled" href="http://pro.arcgis.com/en/pro-app/tool-reference/image-analyst/an-overview-of-the-deep-learning-toolset-in-image-analyst.htm" title="http://pro.arcgis.com/en/pro-app/tool-reference/image-analyst/an-overview-of-the-deep-learning-toolset-in-image-analyst.htm"&gt;An overview of the Deep Learning toolset—Help | ArcGIS Desktop&lt;/A&gt;&amp;nbsp;&lt;/P&gt;&lt;/BODY&gt;&lt;/HTML&gt;</description>
      <pubDate>Fri, 25 Jan 2019 16:27:00 GMT</pubDate>
      <guid>https://community.esri.com/t5/arcgis-image-server-questions/automatically-recognize-objects-in-an-image/m-p/401481#M1567</guid>
      <dc:creator>DanPatterson_Retired</dc:creator>
      <dc:date>2019-01-25T16:27:00Z</dc:date>
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