Each proposer finds regions that the crop → SigLIP bag scores alongside the
whole image; the best-scoring region is what grounds a tag. Weights accept
an ultralytics name (yolo11n.pt), a
URL, or hf_repo::file. Edits reach the GPU
agent on its next lease — no restart. After turning a proposer on, re-process
the library so existing images gain its regions.
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Bound how many crops each image can produce — protects GPU time and storage. Dedupe IoU drops near-duplicate crops before embedding.