ArcGIS Pro Deep Learning Models


Holistically-Nested Edge Detection (HED) Models


Deep Learning System Requirements

Minimum Hardware
  • CPU: Hyperthreaded dual-core
  • RAM: 8 GB
  • Operating System:
    Desktop (64-bit): Windows 10 or 11
    Windows Server (64-bit): WS 2019, 2022
  • Free Disk Space: 32 GB
  • GPU: (Computer Unified Device Architecture)
    CUDA-capable GPU: NVIDIA RTX A4000, A6000
Software
  • NVIDIA CUDA Toolkit
    https://developer.nvidia.com/cuda-downloads
  • .NET Desktop Runtime: version 8.0.4 or higher
    https://dotnet.microsoft.com/en-us/download
  • ArcGIS Deep Learning Framework (same version)
    as installed ArcGIS Pro):
    https://github.com/Esri/deep-learning-frameworks
Order of Software Installation
  • .NET Runtime version 8.x
  • ArcGIS Pro version 3.x.x (licensed version)
  • ArcGIS Pro patch (if any)
  • ArcGIS Pro Coordinate System Data (optional)
  • ArcGIS Pro Offline Help (optional)
  • ArcGIS Pro Raster Data (optional)
  • Deep Learning Library (same version as ArcGIS Pro)