Multiple Instance Detection Network with Online Instance Classifier Refinement

CVPR 2017 Peng TangXinggang WangXiang BaiWenyu Liu

Of late, weakly supervised object detection is with great importance in object recognition. Based on deep learning, weakly supervised detectors have achieved many promising results... (read more)

PDF Abstract
TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK RESULT LEADERBOARD
Weakly Supervised Object Detection ImageNet Online Instance Classifier Refinement MAP 6 # 4
Weakly Supervised Object Detection PASCAL VOC 2007 OICR-Ens + FRCNN MAP 47.0 # 14
Weakly Supervised Object Detection PASCAL VOC 2012 test OICR-Ens + FRCNN MAP 42.5 # 15

Methods used in the Paper


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