Classify Image

Summary: Generic image classification that outputs per‑frame class scores for gating, routing, and scene understanding.

Use This When

• You need a single label or ranked distribution per frame for scene/category understanding.
• You’re gating downstream paths (e.g., normal vs. anomalous) or triggering alerts.

What It Does

• Runs an image classifier and returns label scores per frame.
• Applies model‑consistent preprocessing under the hood.

Works Best With

• Logging/alerting, overlays, and report generators.

Caveats

• Accuracy depends on model/domain alignment and input resolution.
• Keep preprocessing consistent with training for trustworthy results.