Skip to main content

Initiative #224

← AI initiative registry

Remote Observation of Watercraft on Roads

Listed in the registry Pilot Original language : English

About the initiative

Description of the initiative

The Aquatic Invasive Species Program is proposing to launch a pilot initiative aimed at addressing a critical knowledge gap in our understanding the spread of aquatic invasive species. Invasive species can attach to boats, trailers, and related equipment—a process commonly referred to as the "stowaway pathway"—which enables their unintentional spread across ecosystems when watercraft are transported between water bodies. The AIS Program is seeking to understand watercraft movement into Canada via international land border crossings. Currently, the extent of this "stowaway" pathway remains largely unquantified. To address this, the pilot will deploy remote camera systems at select border entry points to capture imagery of incoming vehicles. Leveraging machine learning, the system will automatically identify and flag images containing watercraft. This data-driven approach will provide actionable insights to inform strategic decisions on the timing and placement of watercraft inspection and decontamination resources. This initiative may represent a significant step toward enhancing our ability to proactively manage aquatic invasive species risks at key entry points.

AI family

Perception and Understanding

Bucket rationale

Uses AI to visually interpret and identify specific objects (watercraft) in environmental images.

Lifecycle

  1. Ideation

    Stage status : Completed

    June 1, 2025

  2. Assessment

    Stage status : Completed

  3. Approved

    Stage status : Completed

  4. Development

    Stage status : Completed

  5. Pilot

    Stage status : In progress

  6. Production

    Stage status : Upcoming

  7. Archived

    Stage status : Upcoming

Schedule for this initiative

  • Completed
  • In progress
  • Planned
  • Not applicable
  • Today
2025 Jun Jul Aug Sep Oct Nov Dec 2026 Jan Feb Mar Apr May Jun Jul Aug Sep
  1. Ideation

A similar need?

Nobody has come forward yet. If your team faces the same problem, say so: it helps bring initiatives together and share a solution.

Your email is never published: only the AI Enablement team sees it, to connect you.

Contacts

Requester
Klein, David
Sector contact
Klein, David
Subject matter expert
Klein, David

Data and tools

Region
Ontario and Prairie
Could this initiative be shared with the Treasury Board Secretariat?
Yes
Submitted on
June 1, 2025

Primary users

  • Departmental employees

Government priorities and declaration

Declared to TBS Recorded as transmitted to TBS; not editable here.

Declared name of the AI system
Remote Observation of Watercraft on Roads
TBS registry identifier
2526-DFO-MPO-006
Status declared to TBS
Pilot
Sent to TBS on
October 10, 2025
Purpose of the system, as declared
The Aquatic Invasive Species Program is proposing to launch a pilot initiative aimed at addressing a critical knowledge gap in our understanding the spread of aquatic invasive species. Invasive species can attach to boats, trailers, and related equipment—a process commonly referred to as the "stowaway pathway"—which enables their unintentional spread across ecosystems when watercraft are transported between water bodies. The AIS Program is seeking to understand watercraft movement into Canada via international land border crossings. Currently, the extent of this "stowaway" pathway remains largely unquantified. To address this, the pilot will deploy remote camera systems at select border entry points to capture imagery of incoming vehicles. Leveraging machine learning, the system will automatically identify and flag images containing watercraft.