https://community.esri.com/t5/arcgis-pro-questions/deploying-the-deep-learning-model-to-my-project/m-p/1189088#M56903 <P>Hello! I follow all the steps of the lesson: Classify mangroves using deep learning(Sandeep Kumar, 2021), which is the deep learning lesson of Indian mangroves(<A href="https://learn.arcgis.com/en/projects/classify-mangroves-using-deep-learning/#" target="_blank" rel="noopener">https://learn.arcgis.com/en/projects/classify-mangroves-using-deep-learning/#</A>). And I finish all the steps of the lesson. However, when I want to apply the same operation to the mangroves of my country - Taiwan(R.O.C), it fails. I complete the “Train a deep learning model” of my own samples of Taipei in 2017. But it fails to execute the major step: Classify Pixels Using Deep Learning, which I want to classify the location of mangroves in 2022. I finish the steps of Classify Pixels Using Deep Learning, but the result appears nothing. There is no any mangroves location dectected in 2022. It just a void shape file of 2022. And I try again and again, it still fails. I use the ArcGIS Pro 2.93. And I change the satellite imagery of Landsat 8 to Sentinel 2. By the way, when I finish the step of Train the model, the result show me this: NoData mangrove precision 0.95944 1.000000 recall 1.00000 0.019291 f1 0.97930 0.037852 Could someone help me?</P> Mon, 04 Jul 2022 04:47:23 GMT 芝麟劉 2022-07-04T04:47:23Z https://community.esri.com/t5/arcgis-pro-questions/deploying-the-deep-learning-model-to-my-project/m-p/1189088#M56903 <P>Hello! I follow all the steps of the lesson: Classify mangroves using deep learning(Sandeep Kumar, 2021), which is the deep learning lesson of Indian mangroves(<A href="https://learn.arcgis.com/en/projects/classify-mangroves-using-deep-learning/#" target="_blank" rel="noopener">https://learn.arcgis.com/en/projects/classify-mangroves-using-deep-learning/#</A>). And I finish all the steps of the lesson. However, when I want to apply the same operation to the mangroves of my country - Taiwan(R.O.C), it fails. I complete the “Train a deep learning model” of my own samples of Taipei in 2017. But it fails to execute the major step: Classify Pixels Using Deep Learning, which I want to classify the location of mangroves in 2022. I finish the steps of Classify Pixels Using Deep Learning, but the result appears nothing. There is no any mangroves location dectected in 2022. It just a void shape file of 2022. And I try again and again, it still fails. I use the ArcGIS Pro 2.93. And I change the satellite imagery of Landsat 8 to Sentinel 2. By the way, when I finish the step of Train the model, the result show me this: NoData mangrove precision 0.95944 1.000000 recall 1.00000 0.019291 f1 0.97930 0.037852 Could someone help me?</P> Mon, 04 Jul 2022 04:47:23 GMT https://community.esri.com/t5/arcgis-pro-questions/deploying-the-deep-learning-model-to-my-project/m-p/1189088#M56903 芝麟劉 2022-07-04T04:47:23Z