Update README.md
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### Step 2 — Auto-label & Review
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### Step 2 — Auto-label & Review
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> Use this step once you have a trained classifier. It replaces manual labelling almost entirely.
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<div align="center">
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<div align="center">
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<video src="assets/video/Auto Label.mp4" title="Auto Label.mp4" width="75%" controls></video>
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<video src="assets/video/Auto Label.mp4" title="Auto Label.mp4" width="75%" controls></video>
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</div>
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</div>
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> Use this step once you have a trained classifier. It replaces manual labelling almost entirely.
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Runs the full detect → crop → classify pipeline in one command, then opens a browser UI where you review, confirm, fix, or reject each prediction.
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Runs the full detect → crop → classify pipeline in one command, then opens a browser UI where you review, confirm, fix, or reject each prediction.
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```bash
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```bash
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