VILOD bundles t-SNE structure, uncertainty heatmaps, and model state views to let experts steer active learning for object detection; balanced visual guidance matched and slightly beat an automated AL baseline.
A comprehensive survey of machine learning techniques and models for object detection,
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VILOD: A Visual Interactive Labeling Tool for Object Detection
VILOD bundles t-SNE structure, uncertainty heatmaps, and model state views to let experts steer active learning for object detection; balanced visual guidance matched and slightly beat an automated AL baseline.