Industrial operations / Project story
Measuring fish on the production line.
A camera-based pipeline for detecting, segmenting and measuring fish on a moving conveyor.
The challenge
Vision that follows the conveyor.
Manual measurement creates a repetitive handling task within a moving production process.
Grounding DINO · SAM · OpenCV · Supervision
The approach
How the workflow comes together.
- 01
Detect
Use Grounding DINO to locate fish in the camera feed.
- 02
Segment
Use SAM to identify boundaries for each detected fish.
- 03
Measure and visualise
Apply calibrated OpenCV measurements and show tracked results.
Project scope
Built for the task.
This story describes an individual project. Scope and results depend on the inputs, environment and requirements of each implementation.
- Fish detection
- Boundary segmentation
- Length and width measurements
- Tracking visualisation
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