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IA-2026-0144

Deep Learning Enhances Beluga Whale Research in the Arctic

Pilot Ecosystems and Oceans Science

Description of the initiative

Esri Canada built a deep learning model that automatically detects beluga whales in imagery. The model was developed using satellite, drone and aerial imagery and reported accuracy is high, but the model has not been tested by DFO Science yet.

Strategic alignment

Contacts

Subject matter expert
Winegardner, Amanda

Lifecycle

  1. Ideation

    Stage status : Completed

    August 28, 2026 August 28, 2026

  2. Assessment

    Stage status : Not applicable

  3. Approved

    Stage status : Not applicable

  4. Development

    Stage status : Not applicable

  5. Pilot

    Stage status : In progress

    August 28, 2026

  6. Production

    Stage status : Upcoming

  7. Archived

    Stage status : Upcoming

Schedule for this initiative

  • Completed
  • In progress
  • Planned
  • Not applicable
  • Today
Aug 26
Change log (12 entries)

Public history of this initiative's key events. The team's internal exchanges are not shown.

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  12. Created