mtcnn行人检测/multi_scale行人检测（CPU-Real-time）

mtcnn行人检测

最重要的：万级别数据

速度：640x480(30-minsize)（实时）

Requirement

Pedestrians should stand up and show their whole body. Other postures are inaccurate

      

Reference:

 https://github.com/samylee/mtcnn_person

 

Multi_Sacle行人检测

Image Size	Speed	CPU
Any resolution image	60ms	i7-8750H @2.20GHz

data_sets	mAP	aeroplane	bicycle	bird	boat	bottle	bus	car	cat	chair	cow
		0.8034	0.8524	0.7321	0.5885	0.6855	0.8552	0.9088	0.8506	0.6055	0.8077
voc2007-test	0.7714	diningtable	dog	horse	motorbike	person	pottedplant	sheep	sofa	train	tvmonitor
		0.7402	0.8106	0.8737	0.8604	0.8628	0.5044	0.7089	0.7755	0.8197	0.7822

   

   

Reference:
https://github.com/samylee/Multi_Scale_PersonDet

 

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