PyramidBox: A Context-assisted Single Shot Face Detector

ECCV 2018 Xu TangDaniel K. DuZeqiang HeJingtuo Liu

Face detection has been well studied for many years and one of remaining challenges is to detect small, blurred and partially occluded faces in uncontrolled environment. This paper proposes a novel context-assisted single shot face detector, named \emph{PyramidBox} to handle the hard face detection problem... (read more)

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Evaluation results from the paper


Task Dataset Model Metric name Metric value Global rank Compare
Face Detection FDDB PyramidBox AP 0.987 # 4
Face Detection WIDER Face (Easy) PyramidBox AP 0.956 # 3
Face Detection WIDER Face (Hard) PyramidBox AP 0.900 # 1
Face Detection WIDER Face (Medium) PyramidBox AP 0.946 # 3