topic DL classification of multispectral images in AGP in ArcGIS API for Python Questions https://community.esri.com/t5/arcgis-api-for-python-questions/dl-classification-of-multispectral-images-in-agp/m-p/862387#M4232 <HTML><HEAD></HEAD><BODY><P>Hi everyone, I am trying to train a UNET pixel classification (instance segmentation) model using chips extracted from a multispectral image (7 bands). I am using the ArcGIS Pro Train Deep Learning Model Tool to do that. The training succeeds only if the chips are extracted from a 3-band version of the image. Once I use the 7-band chips, it fails. I don't mind reducing the number of bands. However, I wanted to know if multispectral images (more than 3 bands) are supported natively in the ArcGIS Pro implementation? Any suggestions to overcome this issue?&nbsp; Thanks in advance for your assistance</P></BODY></HTML> Fri, 15 May 2020 05:45:41 GMT AmrAbdelrahman 2020-05-15T05:45:41Z DL classification of multispectral images in AGP https://community.esri.com/t5/arcgis-api-for-python-questions/dl-classification-of-multispectral-images-in-agp/m-p/862387#M4232 <HTML><HEAD></HEAD><BODY><P>Hi everyone, I am trying to train a UNET pixel classification (instance segmentation) model using chips extracted from a multispectral image (7 bands). I am using the ArcGIS Pro Train Deep Learning Model Tool to do that. The training succeeds only if the chips are extracted from a 3-band version of the image. Once I use the 7-band chips, it fails. I don't mind reducing the number of bands. However, I wanted to know if multispectral images (more than 3 bands) are supported natively in the ArcGIS Pro implementation? Any suggestions to overcome this issue?&nbsp; Thanks in advance for your assistance</P></BODY></HTML> Fri, 15 May 2020 05:45:41 GMT https://community.esri.com/t5/arcgis-api-for-python-questions/dl-classification-of-multispectral-images-in-agp/m-p/862387#M4232 AmrAbdelrahman 2020-05-15T05:45:41Z