Tryolabs
13 Case Studies
A Tryolabs Case Study
The Nature Conservancy faced a significant challenge in monitoring sustainable fisheries. They had extensive onboard video footage from fishing vessels, but manually reviewing it to understand catch and discard activity created a backlog of weeks or months. Tryolabs partnered with them to build an edge AI and computer vision solution to process this footage directly on the vessels.
Tryolabs implemented a system that uses computer vision to detect, track, and count fish in real-time, distinguishing between species and identifying what was kept versus discarded. This Edge AI solution runs on the vessel's own hardware without needing a cloud connection. It generates a structured daily catch report, providing reviewers with immediate insights and a risk score for potential irregularities. This allows review teams to move from searching through raw footage to examining organized evidence, drastically speeding up the monitoring process.