License-Plate-Detect-Recognition-via-Deep-Neural-Networks-accuracy-up-to-99.9

works in real-time with detection and recognition accuracy up to 99.8% for Chinese license plates: 100 ms/plate

1 ai_portumo

2ai_portumo37Gai_portumo

192GOCR

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SVDSVDSVD

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KKT

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QA J=xay^2

PCA

LDAPCALDA

SVM

KL

BaggingDropout

MomentumAdaGradAdamBatchNorm

CNNPooling

InceptionV1V2V3V4

LSTM

GRU

ai_portumo

star

github star github your stars star

===========================================

haar+cascade	haar+cascade	cnn	[Y]
mtcnn		lstm+ctc	[Y]
		fcn	[ ]
YOLO			[ ]

YOLO		X
mtcnn	X
haar+cascade	X

3rdparty 20180726

vs2015 x64 release cuda9.2

##haar+cascademtcnn

--Adaboost+haar

90:36haaradaboost

1**** ****--

---

##mtcnn

##haar+cascade

###1****

*cvNorm *haar+adaboost

###2.** **

--

haarfcn

--

##blstm+ctcFCN

haar+cascade	cnn
	lstm+ctc
fcn+	fcn

1**FCN Multilabel CaffeFCNend-to-end **

(2)****

20%-30%90%

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OCR

1QQ 109128646

E-_

1: CUDA 9.2 cuda9.2cudacuda runtime is inefficient 35

2includelibCUDAincludelib

    caffe
	   C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v9.2\include
..\..\opensource\boost_1_57_0
..\..\opensource\opencv\include
..\..\3rdparty\include
..\..\include
..\..\3rdparty\include\lmdb
..\..\3rdparty\include\hdf5
..\..\src\
..\..\3rdparty\include\glog
..\..\3rdparty\include\cudnn
..\..\src\caffe\proto
..\..\3rdparty\include\openblas
   
   ..\..\opensource\boost_1_57_0\lib
..\..\opensource\opencv\lib
C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v9.2\lib\x64
..\..\3rdparty\lib
..\..\tools_bin

 
	libClassfication
	..\..\3rdparty\include\openblas
..\..\opensource\opencv\include
..\..\opensource\boost_1_57_0
..\..\3rdparty\include
..\..\include
..\..\3rdparty\include\lmdb
..\..\3rdparty\include\hdf5
..\..\src\
..\..\3rdparty\include\glog
..\..\3rdparty\include\cudnn
..\..\src\caffe\proto
C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v9.2\include

C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v9.2\lib\x64
..\..\opensource\boost_1_57_0\lib
..\..\opensource\opencv\lib
..\..\3rdparty\lib
..\..\tools_bin
	
	ocr_test:
C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v9.2\include
..\..\opensource\boost_1_57_0
..\..\opensource\opencv\include
..\libClassification
..\..\include
..\..\3rdparty\include
..\..\src\
..\..\3rdparty\include\openblas

C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v9.2\lib\x64
..\..\opensource\opencv\lib
..\..\opensource\boost_1_57_0\lib
..\..\tools_bin

3Releasex64

4cudahostcucompute_61,sm_61;compute_52,sm_52;compute_50,sm_50;compute_35,sm_35;compute_30,sm_30no kernel image 40

53rdparty3rdparty-20180730.tar

6visual studio 2015caffe.slncaffe-vsproj\caffe.sln

7ocr_test-> caffe, libClassfication

8: ocr_test.cpp962 string modelfolder = "E:\License-Plate-Detect-Recognition\caffe-vsproj\ocr_test\plateCard_test"; MTCNNICNNPredict

9cmdtools_binocr_test.ext

2****