topic Re: Ideas for deep learning models to train to create a contour vector map in ArcGIS Pro Questions https://community.esri.com/t5/arcgis-pro-questions/ideas-for-deep-learning-models-to-train-to-create/m-p/1710708#M103796 <P>Yes! I've tried the tool after some pre-processing, but unfortunately, the contours on the raster intersect too much to create contiguous vector lines.</P> Mon, 29 Jun 2026 15:00:04 GMT cGISs 2026-06-29T15:00:04Z Ideas for deep learning models to train to create a contour vector map https://community.esri.com/t5/arcgis-pro-questions/ideas-for-deep-learning-models-to-train-to-create/m-p/1710333#M103787 <P>Hello, I'm a new ArcGIS Pro user. I'm trying to train a model that's able to trace contour vectors from historical GeoTIFF maps. I have training data of a feature map consisting of vector lines, but I'm a bit lost in what model / pre-trained model to train.</P><P>I don't think my objective falls within the realm of the Object Detection or Pixel Classification models that Esri has available. Is there anything that I'm not seeing, or any open-source models out there that can be trained on?</P> Fri, 26 Jun 2026 17:09:39 GMT https://community.esri.com/t5/arcgis-pro-questions/ideas-for-deep-learning-models-to-train-to-create/m-p/1710333#M103787 cGISs 2026-06-26T17:09:39Z Re: Ideas for deep learning models to train to create a contour vector map https://community.esri.com/t5/arcgis-pro-questions/ideas-for-deep-learning-models-to-train-to-create/m-p/1710653#M103792 <P>Are you aware of the new <A href="https://doc.esri.com/en/arcgis-pro/latest/tool-reference/conversion/extract-scanned-lines.html?tabs=dialog" target="_self">extract lines</A> tool that was released in Pro 3.7? There is an equivalent for polygons.&nbsp;</P> Mon, 29 Jun 2026 12:11:15 GMT https://community.esri.com/t5/arcgis-pro-questions/ideas-for-deep-learning-models-to-train-to-create/m-p/1710653#M103792 DuncanHornby 2026-06-29T12:11:15Z Re: Ideas for deep learning models to train to create a contour vector map https://community.esri.com/t5/arcgis-pro-questions/ideas-for-deep-learning-models-to-train-to-create/m-p/1710708#M103796 <P>Yes! I've tried the tool after some pre-processing, but unfortunately, the contours on the raster intersect too much to create contiguous vector lines.</P> Mon, 29 Jun 2026 15:00:04 GMT https://community.esri.com/t5/arcgis-pro-questions/ideas-for-deep-learning-models-to-train-to-create/m-p/1710708#M103796 cGISs 2026-06-29T15:00:04Z