Deep Learning in ArcGIS Pro Part 4 - Creating a deep learning dataset and saving the labels

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  • Опубликовано: 10 сен 2024
  • Summary:
    Are you looking to get started with ArcGIS Pro and the Deep Learning toolbox? Here is a walkthrough of how to get started in Deep Learning, with some tips and tricks along the way.
    In this video, we go through how to create a deep learning dataset from your data and saving out these classifications.
    Readings:
    Please review this documentation before starting:
    pro.arcgis.com...
    pro.arcgis.com...
    pro.arcgis.com...
    pro.arcgis.com...
    Videos:
    Deep Learning in ArcGIS Pro Part 1 - Getting the Deep Learning Framework set up in Python
    Deep Learning in ArcGIS Pro Part 2 - Assessing streaming Sentinel 2 API Data
    Deep Learning in ArcGIS Pro Part 3 - Exporting and Saving Sentinel 2 Data
    Deep Learning in ArcGIS Pro Part 4 - Creating a deep learning dataset and saving the labels
    Deep Learning in ArcGIS Pro Part 5 - Running the deep learning model in ArcGIS Pro
    Note: You must have the following to run this tutorial:
    1. ArcGIS Pro version 2.5 or higher
    2. Image Analyst Extension
    Code I used (for copy and paste):
    // Setup conda environment - run once
    "C:\Program Files\ArcGIS\Pro\bin\Python\Scripts\conda.exe" create --name deeplearning --clone arcgispro-py3
    // Activate the environment
    "C:\Program Files\ArcGIS\Pro\bin\Python\Scripts\activate" deeplearning
    // Install packages
    conda install tensorflow-gpu=1.14.0
    conda install keras-gpu=2.2.4
    conda install scikit-image=0.15.0
    conda install Pillow=6.1.0
    conda install fastai=1.0.54
    conda install pytorch=1.1.0
    conda install libtiff=4.0.10 --no-deps
    // Tell ArcGIS Pro to use this environment
    "C:\Program Files\ArcGIS\Pro\bin\Python\Scripts\proswap" deeplearning

Комментарии • 1

  • @jn6752
    @jn6752 Год назад

    i can only zoom in/out in labeling object. thank you for talk "escape key" haha