How esri/deep-learning-frameworks works
This repository is a documentation and release landing page for ArcGIS Deep Learning Libraries installers, not the installer implementation itself. The documented workflow is to obtain a version-matched installer, add its package collection to an ArcGIS Python environment, then use those libraries through ArcGIS tools, arcgis.learn, or custom scripts. The tree also includes installation guides for Pro 2.6–2.8 and third-party acknowledgements. Relationships below reflect README documentation; no runtime source excerpts were provided.
Main entry points: README.md Package collection
Components 14
Installer distribution
- Installer catalog
README.md - DL libraries installer
- Package collection
README.md
Guides and notices
- Pro 2.6 install guide
include/install-deep-learning-frameworks-manually-2-6.pdf - Pro 2.7 install guide
include/install-deep-learning-frameworks-manually-2-7.pdf - Pro 2.8 install guide
include/install-deep-learning-frameworks-manually-2-8.pdf - Third-party acknowledgements 2021
ThirdPartyAcknowledgements/Esri Third Party Acknowledgments Deep-Learning-Frameworks 1_14_2021.pdf - Third-party acknowledgements 2020
ThirdPartyAcknowledgements/Esri Third Party Acknowledgments Deep-Learning-Frameworks 7_29_2020 .pdf
Other components
- ArcGIS user
- ArcGIS Python environment
- Deep Learning Training tools
- Interactive object detection
- arcgis.learn
- Custom scripts and tools
Connections 9
- ArcGIS user → Installer catalog: finds releases
README.md - Installer catalog → DL libraries installer: links downloads
README.md - ArcGIS user → DL libraries installer: downloads
README.md - DL libraries installer → Package collection: installs
README.md - Package collection → ArcGIS Python environment: added to
README.md - Package collection → Deep Learning Training tools: enables
README.md - Package collection → Interactive object detection: enables
README.md - Package collection → arcgis.learn: used through
README.md - Package collection → Custom scripts and tools: imported into
README.md