Changes

The AI-assisted solution aligns with the business goal of enhancing the quality of data collected through the electronic monitoring program by minimizing human error in catch apportionment and lessening the impact of catch apportionment errors on catch estimates (weight). Furthermore, this solution is in sync with the aim of improving the efficiency of the review process, ensuring timely access to catch information. It generates the potential for accurate catch estimates (weight) on every tow in every trip, maintaining the same reviewer time investment, which increases review efficiency and effectiveness. Additionally, it provides the potential for summary data at the vessel, fishery, and regional levels, thereby aiding compliance with total catch quotas.

The AI-assisted solution aligns with the business goal of enhancing the quality of data collected through the electronic monitoring program by minimizing human error in catch apportionment and lessening the impact of catch apportionment errors on catch estimates (weight). Furthermore, this solution is in sync with the aim of improving the efficiency of the review process, ensuring timely access to catch information. It generates the potential for accurate catch estimates (weight) on every tow in every trip, maintaining the same reviewer time investment, which increases review efficiency and effectiveness. Additionally, it provides the potential for summary data at the vessel, fishery, and regional levels, thereby aiding compliance with total catch quotas.

= Computer Vision Results =

== Computer Vision Results ==

= Demo =

== Demo ==

== Next Steps ==

== Next Steps ==

Following the success of both the proof of concept and the proof of value, DFO plans to promote the AI-assisted solution for Pacific trawl fisheries into production in the fiscal years 2023-2024. Furthermore, the department is planning another pilot project for the use of AI in Snow Crab fisheries in the Quebec region.

Following the success of both the proof of concept and the proof of value, DFO plans to promote the AI-assisted solution for Pacific trawl fisheries into production in the fiscal years 2023-2024. Furthermore, the department is planning another pilot project for the use of AI in Snow Crab fisheries in the Quebec region.