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Learning notes TF020: Sequence Annotation, handwritten lowercase letter OCR dataset, bidirectional RNN, tf020rnn
Sequence labeling, which predicts a category for each frame of the input sequence. OCR (Optical Character Recognition ).
MIT oral Systems Research Group Rob Kassel collection, Stanford University Artificial
Sequence callout (sequence labelling), the input sequence predicts a category for each frame. OCR (Optical Character recognition Optical character recognition).
MIT oral biomicrofluidics Rob Kassel collection, Stanford University AI lab Ben Taskar preprocessing OCR DataSet (http://ai.stanford.edu/~btaskar/ocr/), contains a large number of individual
function, except kernel= ' sigmoid ' effect is poor, the other effect is not very different.Then there is the training and testing session, where it divides all the data into two parts. Half to do the training set, half to do the test set.Let's talk about the parameters of the test here. The first is Precision,recall,F1-score, support these four parameters.F1-score is through Precision,recall the two are counted. formulas such as:Support is the supporting degree, which indicates the number of
Blog has migrated to Marcovaldo's blog (http://marcovaldong.github.io/)Just finished the last week of Cousera on machine learning . This week introduced one of the applications of machine learning: Photo OCR (optimal character recognition, optical character recognition), and the following are the notes organized below.Photo Ocrproblem Description and PipelineThe last sections introduce an application of mac
Blog has migrated to Marcovaldo's blog (http://marcovaldong.github.io/)Just completed the last week of Cousera on machine Learning , this week introduced one of the applications of machine learning: Photo OCR (optimal character recognition, Optical character recognition), follow the notes below.Photo Ocrproblem Description and PipelineThe last few sections introduce an application of machine learning--photo
#let command is a tool for calculations in BASH that executes one or more expressions and does not need to be added to a variable in the calculation of variables. Self-add operation: let no++ self-subtraction operation: let no--#方式三DoneCase Case inch 12) Command1 command2 ... commandn;; Esac8. Use of functionsAll functions must be defined before they are used. This means that the function must be placed at the beginning of the script until the shell interpreter discovers it for the first time
Hello everyone, I am mac Jiang. See everyone's support for my blog, very touched. Today I am sharing my handwritten notes while learning the cornerstone of machine learning. When I was studying, I wrote down something that I thought was important, one for the sake of deepening the impression, and the other for the later review.Online machine learning Cornerstone Notes
,:] = Img2vector (' trainingdigits/%s '% filenamestr) testfilelist = Listdir (' testdigits ') #iterate through T He test set errorcount = 0.0 mtest = Len (testfilelist) for I in Range (mtest): Filenamestr = Testfilelist[i ] Filestr = Filenamestr.split ('. ') [0] #take off. txt classnumstr = int (Filestr.split ('_') [0]) Vectorundertest = Img2vector (' testdigits/%s ' % filenamestr) Classifierresult = Classify0 (Vectorundertest, Trainingmat, Hwlabels, 3) print "The Classifie R came back with:%d,
"); - EchoGet_time_diff (); - EchoGet_time_diff (Mktime(0,0,0,1,2,1970)); - EchoGet_time_diff (Mktime(0,0,0,12,8,2017),Mktime(0,0,0,12,5,2017)); - - Echo"; in - functionCalendar$time=0){ to $time=$time>0?$time: Time(); + - $days=Date("T",$time);//total days of the month the * $first _day=Date("W",Mktime(0,0,0,Date("N",$time), 1,Date("Y",$time)));//Day 1th of the month is the day of the week $ Panax Notoginseng $rows=Ceil(($days+$first _day)/7);//number of rows in the dynamic
Send one last year to do a removal of the ticket interference item demo, the core processing is to remove the Red seal, do not destroy the red print superimposed text.It's just a little demo that hasn't been specifically optimized yet.And I don't know when we'll have the energy to continue optimizing it.Now let's give you a trial effect.Put on:Demo downloadHttp://files.cnblogs.com/files/tntmonks/GImage.zip(note: May be killed by anti-virus software, added as a trust can be)My contact information
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