OPENCV AI COMPETITION 2026 · AGENTIC VISION
ListingLens Agent
A catalog-photo QA agent where OpenCV 5 measurements decide what happens next.
OpenCV 5.0.0
Perception → Decision → Action
Recorded reproducible evidence
WHY THIS IS AGENTIC
Vision is not decoration.
Blur or severe exposure failure requests a human reshoot. A composition defect triggers an automatic crop. The corrected image is measured again, and only the second OpenCV result can accept it.
AUDIT TRACE
Select a case
CONTROL LOOP
Image→OpenCV 5→Policy→Action→Re-perception→Final decision
No generative model is allowed to override hard image-quality failures. The only automatic edit in the MVP is a bounded crop; uncertain cases escalate to a human.