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Recipe 05 — RTSP Production Inference

  1. Validate the chosen checkpoint on held-out data with eval_run.
  2. Export and benchmark if you plan to serve through ONNX or TFLite.
  3. Run infer_rtsp against the real stream source.
  4. Observe dropped frames, FPS, and detection counts before making deployment decisions.

This recipe is especially useful for factory cameras, warehouse feeds, and other always-on edge environments.