Activity Driven Weakly Supervised Object Detection

Zhenheng Yang (杨振恒)

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CVPR, pp. 2917-2926, 2019.

Cited by: 5|Views93

Keywords:

binary cross-entropyvideo datasetMulti Layer Perceptronaction classificationWeakly supervised deep detection networksMore(24+)

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We propose a model that leverages these observations to train object detection models from samples annotated only with action labels

Abstract:

Weakly supervised object detection aims at reducing the amount of supervision required to train detection models. Such models are traditionally learned from images/videos labelled only with the object class and not the object bounding box. In our work, we try to leverage not only the object class labels but also the action labels associ...More

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