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Multiple Instance Active Learning for Object Detection

Published in 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) • Jun 1, 2021
NobleIDNI9P07W89R74S52
Authors:
Tianning Yuan
,
Fang Wan
,
Mengying Fu

Abstract

Despite the substantial progress of active learning for image recognition, there still lacks an instance-level active learning method specified for object detection. In this paper, we propose Multiple Instance Active Object Detection (MI-AOD), to select the most informative images for detector train...

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