Feat/detection metrics clean#136
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Default train_polygons and eval_checkpoint to per-batch metrics (legacy optional). Add polygon_stream_eval, parity test, and concise eval docs. Refresh docs/public benchmark images. Made-with: Cursor
Made-with: Cursor
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