Adaptive supervision, switching from cheap center-click labels to strong bounding-box labels based on confidence or accuracy gains, reduces annotation time for active object detection.
Weakly supervised deep detection networks
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An Adaptive Supervision Framework for Active Learning in Object Detection
Adaptive supervision, switching from cheap center-click labels to strong bounding-box labels based on confidence or accuracy gains, reduces annotation time for active object detection.