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Tutorial for EFI deep learning based techniques - Presented at EFI Cross Country Checkup

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Deep Learning with Airborn Laser Scanning Data for Forest Inventories

This is an introductory workshop for deep learning techniques for Enhanced Forest Inventories (EFIs) presented at the Canadian Cross-Country EFI Checkup 2026. The workshop covers a basic end-to-end deep learning workflow for EFI applicatoins, covering an introduction into deep learning, to data preparation, and final a demo of model training, evaluation, and deployment. There will also be some examples of real world forest inventory deep learning applications showcasing some of the possibilities there are with these techniques.

For more information or to work through the content please go to the home page.

You can download the tutorial dataset here.

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Tutorial for EFI deep learning based techniques - Presented at EFI Cross Country Checkup

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