Object-Focused Data Selection clusters foundation-model object features per class and selects representative images, outperforming random selection and eight baselines for detection and segmentation under annotation budgets.
Grua, Pepijn van de Ven, and Ciarán Eising
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Single-Pass Object-Focused Data Selection
Object-Focused Data Selection clusters foundation-model object features per class and selects representative images, outperforming random selection and eight baselines for detection and segmentation under annotation budgets.