algo_review.md

算法速度比较

检测算法综述比较

算法名称	显卡	运行速度	acc recall fmeasure	思路
Text-CNN			ICDAR-2013 0.93 0.73 0.82	Text-CNN(attention text) + CE-MSERs detector
CTPN		0.14s/per	ICDAR-2013 0.93 0.83 0.88	Side-refinement+blstm+vgg+Fine-scale proposals+bounding box
Text-boxes		0.09s/per	ICDAR3end2end 0.91 0.89 0.84	ssd+textboxes layers
SegLink	TITAN x*4	50ms/per	85.3(f)	SSD+LINK+segment
R2CNN	K80	0.39/per	ICDAR2015 63.60% 61.24% 62.40%	faster-rcnn+three Pooled size
EAST	TITANX	16.8(FPS)	ICDAR 2015 0.7833 0.8327 0.8027	PVAnet+fcn+NMS

识别算法综述比较

算法名称	显卡	运行速度	acc recall fmeasure	思路
CRNN		0.16s/per	SVT 0.8	CNN+BiLSTM+CTC
SEE			FSNS 0.78	ResNet location CNN+BiLSTM+FC recognition
Google Attention	TITAN X		FSNS 0.8379	ssd+textboxes layers