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• Open Source Simple Speech Recognition in C++ in Windows

  - by Cenoc

  Hey Everyone, I was wondering, are there any basic speech recognition tools out there? I just want something that can distinguish the difference between "yes" and "no" and is reasonably simple to implement. Most of the stuff out there seems to make you start from scratch, and I'm looking for something more high level. Thanks!

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• speech recognition project

  - by sk

  hello im making my final year project i.e. speech recognition.but i dont have nay idea how to start.i will use c#.plz can anyone guide me how to start.what shoul be the first step? thnx

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• Voice Recognition in iPhone app

  - by PRN

  Hello, Is it possible to access voice recognition in an iphone app,similar to voice dialing available in iphone 3gs...when the user says something that related information needs to be fetched... Is there any particular api for the same? I have seen apps on itunes..but how to go about it? Thanks in advance.

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• Sentence recognition and ability to answer with another sentence

  - by terabytest

  Hi. I'm looking into sentence recognition to make a program that should play voice clips from the game Team Fortress 2. I have .wav files and text files containing the transcription for every sound. What I'd like to make is a system that makes two characters of the game talk to each other (trough playing sound clips), and each one recognises the sense of what the other is saying and tries to answer with another of the available sound clips (trying its best to fit the sense of what it's trying to say) Is that possible in any way?

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• Speech Recognition in iPhone app

  - by PRN

  Hello, Is it possible to access speech recognition in an iphone app,similar to voice dialing available in iphone 3gs...when the user says something that related information needs to be fetched... Is there any particular api for the same? I have seen apps on itunes..but how to go about it? Thanks in advance.

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• What can be Questions and Answers for Interview on job position on Objects Recognition and Computer

  - by Ole Jak

  What can be Questions and Answers for Interview on job position for objects recognition and Computer vision? Please only Qs with links to As. Please keep being on topic (no general Qs).

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• Don't Miss The OpenWorld Session: The Impact of the Upcoming Revenue Recognition and Lease Accounting Changes

  - by Theresa Hickman

  Would you like to learn more about Revenue Recognition and Leases Accounting changes from subject matter experts? Would you like to better prepare your organization for the upcoming changes? If yes, then it's not too late to register for OpenWorld 2012 and meet Christopher Smith and Ashima Jain from PwC as well as our resident accounting expert, Seamus Moran, who will be presenting at Session 9462: The Impact of the Upcoming Revenue Recognition and Lease Accounting Changes. Here are the details about this session: Date: Oct. 1, 2012  Time: 10:45-11:45 a.m Place: Moscone West Room 2005 Abstract: With the new revenue recognition rules expected to be issued this year and the lease accounting rules expected to be issued next year—both expected to be applied retroactively—businesses all around the world face many changes until the effective date of these proposed standards. In this session, learn from PricewaterhouseCoopers on the potential impact on accounting, processes, and systems and hear from Oracle about the proposed updates to Oracle E-Business Suite to assist you in assessing the impact on existing contracts, technology, and processes.

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• Streaming input to System.Speech.Recognition.SpeechRecognitionEngine

  - by spurserh

  I am trying to do "streaming" speech recognition in C# from a TCP socket. The problem I am having is that SpeechRecognitionEngine.SetInputToAudioStream() seems to require a Stream of a defined length which can seek. Right now the only way I can think to make this work is to repeatedly run the recognizer on a MemoryStream as more input comes in. Here's some code to illustrate: SpeechRecognitionEngine appRecognizer = new SpeechRecognitionEngine(); System.Speech.AudioFormat.SpeechAudioFormatInfo formatInfo = new System.Speech.AudioFormat.SpeechAudioFormatInfo(8000, System.Speech.AudioFormat.AudioBitsPerSample.Sixteen, System.Speech.AudioFormat.AudioChannel.Mono); NetworkStream stream = new NetworkStream(socket,true); appRecognizer.SetInputToAudioStream(stream, formatInfo); // At the line above a "NotSupportedException" complaining that "This stream does not support seek operations." Does anyone know how to get around this? It must support streaming input of some sort, since it works fine with the microphone using SetInputToDefaultAudioDevice(). Thanks, Sean

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• |Ideas for applications using face detection and recognition

  - by Omry

  Full disclosure: I work at face.com. Face.com just launched a free (up to an hourly limit) face detection and recognition REST API. We got a very handy API sandbox that developers can use to play the API and to see what it can and can't do. Besides the obvious point of letting you guys know about the API, I wanted to hear from you what kind of applications you think can be developed with it. Some pretty obvious ideas: Face based login (not entirely secure but still fun). Automatic face crop for sites that let users upload photos (dating sites etc) Some kind of integration into augmented reality games There is no right or wrong answers here, use your imagination :).

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• Dice face value recognition

  - by Jakob Gade

  I’m trying to build a simple application that will recognize the values of two 6-sided dice. I’m looking for some general pointers, or maybe even an open source project. The two dice will be black and white, with white and black pips respectively. Their distance to the camera will always be the same, but their position on the playing surface will be random. (not the best example, the surface will be a different color and the shadows will be gone) I have no prior experience with developing this kind of recognition software, but I would assume the trick is to first isolate the faces by searching for the square profile with a dominating white or black color (the rest of the image, i.e. the table/playing surface, will in distinctly different colors), and then isolate the pips for the count. Shadows will be eliminated by top down lighting. I’m hoping the described scenario is so simple (read: common) it may even be used as an “introductory exercise” for developers working on OCR technologies or similar computer vision challenges.

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• Speech recognition with Flash or Silverlight

  - by Sebastián Grignoli

  I'm developing a web user interface to enter some information that is not very complex but needs to be loaded in real time. I think that the application could make use of speech recognition to facilitate the task. Te core of the interface is being built with Javascript and jQuery, but can easily include a flash or silverlight component. I believe that´s probably the way to go... I don't need to recognize everything that the user says, but only a few prerecorded commands. Also, I don't want the user to click on a button to specify the begining and the end of the spoken command. It should be detected live. Is there anything that does this? I would be grateful if anyone tells me about a complete solution, free or commercial, as well as any advice on capturing a sound stream from the mic and process it with flash or sliverlight. Sebastian.-

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• Training speech recognition software

  - by wyatt

  A little left field, but I'm trying to train a speech recognition program and the guidelines suggest that I attempt to speak clearly but naturally. I notice, however, that when one speaks naturally each word tends to drift into the next, resulting in a rather ambiguous boundary between the words. One the one hand, speaking in a more stilted manner would seem to aid the computer in recognising the phonemes, but on the other it would tend to make it less likely to understand more natural speech. Anyone knowledgeable in the field out there who can suggest which of the two approaches is more effective? Thanks

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• Suggestion for creating custom sound recognition software to toggle audio

  - by Parrot owner

  I need to develop a program that toggles a particular audio track on or off when it recognizes a parrot scream or screech. The software would need to recognize a particular range of sounds and allow some variations in the range (as a parrot likely won't replicate its sreeches EXACTLY each time). Example: Bird screeches, no audio. Bird stops screeching for five seconds, audio track praising the bird plays. Regular chattering needs to be ignored completely, as it is not to be discouraged. I've heard of java libraries that have speech recognition with dictionaries built in, but the software would need to be taught the particular sounds that my particular parrot makes - not words or any random bird sound. In addition as I mentioned above, it would need to allow for slight variation in the sound, as the screech will likely never be 100% identical to the recorded version. What would be the best way to go about this/what language should I look into?

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• Sound sample recognition library/code

  - by Daniel Mošmondor

  I don't want sound-to-text software. What I need is the following: I'll record multiple (say 50+) audio streams (recordings of radio stations) from that recordings, I'll mark interesting audio clips - their length ranges from 2 to 60 seconds - there will be few thousands of such audio clips library should be able to find other instances of same audio clips from recorded sound streams confidence factor should be reported to used and additional input provided so the recognition could perform better next time Do you know of such software library? LGPL would be most valuable to me, but I can go for commercial license as well.

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• Oracle Forms Migration to ADF - Webinar vom ORACLE Partner PITSS

  - by Thomas Leopold

    Tuesday, February 22, 2011 5:00 PM - 6:00 PM CET Free Webinar Re-Engineering Legacy Oracle Forms Migration from Forms to ADF - A Case Study Join Oracle's Grant Ronald and PITSS to see a software architecture comparison of Oracle Forms and ADF and a live step-by-step presentation on how to achieve a successful migration. Learn about various migration options, challenges and best practices to protect your current investment in Oracle Forms. PL/SQL is without match for what it does: manipulating data in the database. If you blindly migrate all your PL/SQL to Java you will, in all probability, end up with less maintainable and less efficient code. Instead you should consider which code it best left as PL/SQL..." Grant Ronald - "Migrating Oracle Forms to Fusion: Myth or Magic Bullet?" Re-Engineering existing business logic is mandatory for your legacy Forms application to take advantage of the new Software architectures like ADF. The PITSS.CON solution combines the deep understanding of Oracle Forms and Reports applications architecture with powerful re-engineering capabilities that allows the developer community to protect the investment in the existing Forms applications and to concentrate on fine-tuning and customization of the modernized functionality rather than manually recreating every module and business logic from bottom up. Registration: https://www2.gotomeeting.com/register/971702250   PITSS GmbHKönigsdorferstrasse 25D-82515 WolfratshausenDo not forget to check out these Free Webinars in March! Thursday, March 3, 2011 Upgrade and Modernize Your Application to Forms 11g Registration/Information Tuesday, March 15, 2011 Shaping the Future for your Oracle Forms Application:Forms 11g, ADF, APEX Registration/Information Tuesday, March 29, 2011 Oracle Forms Modernization to APEX Registration/Information Registration is limited, so sign up  today!Presented By:        Grant Ronald, Senior Group Product Manager,Oracle       Magdalena Serban, Product Manager,PITSS   Contact Us:            PITSS in Americas +1 248.740.0935 [email protected] www.pitssamerica.com       PITSS in Europe +49 (0) 717287 5200 [email protected] www.pitss.com   White Paper:      From Oracle Forms to Oracle ADF and JEE     © Copyright 2010 PITSS GmbH, Wolfratshausen, Stuttgart, München; Managing Directors: Dipl.-Ing. Andreas Gaede, Michael Kilimann, Dipl.-Ing. Dirk Fleischmann Commercial Register: HRB 125471 at District Court Munich. All rights reserved. Any duplication or further treatment in any medium, in parts or as a whole, requires a written agreement. If you do not want to receive invitations for events, meetings and seminars from us, then please click here.

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• PCA extended face recognition

  - by cMinor

  The state of the art says that we can use PCA to perform face recognition. like this, this or this I am working with a project that involves training a classifier to detect a person who is wearing glasess or hats or even a mustache. The purpose of doing this is to detect when a person that has robbed a bank, store, or have commeted some sort of crime(s) (we have their image in a database), enters a certain place ( historically we know these guys have robbed, so we should take care to avoid problems). We came first to have a distributed database with all images of criminals, then I thought to have a layer of them clasifying these criminals using accesories like hats, mustache or anything that hides their face etc... Then, to apply that knowledge to detect when a particular or a suspect person enters a comercial place. ( In practice when someone is going to rob not all the times they are using an accesorie...) What do you think about this idea of doing PCA to first detect principal components of the face and then the components of an accesory. I was thinking that maybe a probabilistic approach is better so we can compute the probability the criminal is the person that entered a place and call the respective authorities.

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• Voice Recognition Google API

  - by user2966744

  thanks for reading. I'm creating a simple web based drawing app that uses speech recognition. I have created a simple page, the project is on github here: https://github.com/a5hton/speechdraw It has a 16x16 pixel grid. I would like to be able to draw on this grid by using simple words. For example if you say "right", the pixel to the right will be colored black. If you say "down" the pixel below the last one will be colored black. You can say up, down, left or right and the corresponding pixels will be colored. Saying "erase" will switch to erase mode, colouring the pixels back to their original color. Saying "lift" will lift the pen off the page. Saying "draw" will enable the draw mode. Could you please help me work out how to make this happen. Please see the simple page at to get an understanding. Thank you! Cheers, Michael

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• Oracle: FRM-41211 Error Message when starting a Report from Oracle Forms (64 Bit Windows Server)

  - by DB.

  After installing Oracle Forms and Reports 6.0 (Patch 18) on a Windows 2008 64 Bit server we get the following error when we try to start a report from Forms. "FRM-41211 integration error: ssl failure running another product" The problem is reproducable on another server using the same Windows OS. One of the proposed solutions (extending the REPORTS60_PATH) we have already tried but that did not help solving our problem. Another tip has been to shorten the content of the path variable before installing Oracle Forms and Reports. We will try this later on another server. Any other tips or solutions for this error would be very much appreciated.

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• Oracle Forms: Walking the path to FMW Platform – webcast September 24th 2012

  - by JuergenKress

  The next 5 year Strategy Preparing for the Next Generation Applications Oracle Forms, a component of Oracle Fusion Middleware, is Oracle's long-established technology to design and build enterprise applications quickly and efficiently. Oracle remains committed to the development of this technology, and to the ongoing release as a component of the Oracle platform. This continuing commitment to Forms technology enables you to leverage your existing investment by easily upgrading and integrating existing Oracle Forms applications to take advantage of web technologies and service oriented architectures (SOA). For more information please visit our Forms OTN page. Agenda Why update? – New business imperatives What is the path? Why walk it with Oracle? Support Lifetime – upgrade to updates Summary Audience Enterprise & Solution Architects R&D leaders Project Managers and Project Leaders Delivery Format This FREE online LIVE eSeminar will be delivered over the Web and Conference Call. Duration 1 hour Forms: Walking the path to FMW September 24th, 2012, 9am BST Register Here! WebLogic Partner Community For regular information become a member in the WebLogic Partner Community please visit: http://www.oracle.com/partners/goto/wls-emea ( OPN account required). If you need support with your account please contact the Oracle Partner Business Center. Blog Twitter LinkedIn Mix Forum Wiki Technorati Tags: Forms,PTS,future of forms,forms roadmap,forms soa,WebLogic Community,Oracle,OPN,Jürgen Kress

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• Custom Outlook Forms on Blackberry

  - by Marko Carter

  I've been asked to create some custom forms in Outlook - does anybody know of a plugin or add on for either Blackberry devices or the BES that will enable the forms to be viewed on Blackberry devices?

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• Anyone knows good references for Machine Learning Algorithms and Image Recognition?

  - by RaymondBelonia

  I need it for my thesis and for some reason I am having a hard time finding decent books or websites for it. My thesis topic is "Classification of Modern Art Paintings using Machine Learning Approach". My goal is to classify examples of modern art paintings to its respective modern art movement(expressionism, realism,etc..) using machine learning approach. Also, suggestions and comments about my thesis are greatly appreciated.

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• Java 6 Certified with Forms and Reports 10g for EBS 12

  - by John Abraham

  Java 6 is now certified with Oracle Application Server 10g Forms and Reports with Oracle E-Business Suite Release 12 (12.0.6, 12.1.1 and higher). What? Wasn't this already certified? No, but a little background might be useful in understanding why this is a new announcement. We previously certified the use of Java 6 with E-Business Suite Release 12 -- with the sole exception of Oracle Application Server 10g components in the E-Business Suite technology stack. Oracle Application Server 10g originally included Java 1.4.2 as part of its distribution.  E-Business Suite 12 uses, amongst other things, the Oracle Forms and Reports 10g components running on Java 1.4. Java 1.4 in the Oracle Application Server 10g ORACLE_HOME is used exclusively by AS 10g Forms and Reports' for Java functionality.  This version of Java is separate from the Java distribution used by other parts of EBS such as Oracle Containers for Java (OC4J). What's new about this certification? You can now upgrade the older Java 1.4 libraries used by Oracle Forms & Reports 10g to Java 6. This allows you to upgrade the Java releases within the Oracle Application Server 10g ORACLE_HOME to the the same level as the rest of your E-Business Suite technology stack components. Why upgrade? This becomes particularly important for customers as individual vendors' support lifecycle for Java 1.4 reaches End of Life: Oracle's Sun JDK Release 1.4.2's End of Extended Support: February 2013 (Sustaining Support indefinitely after) IBM SDK and JRE 1.4.2's End of Service: September 2013 HP-UX Java 1.4.2's End-of-Life : May 2012 Along with Oracle Forms, Java lies at the heart of the Oracle E-Business Suite.  Small improvements in Java can have significant effects on the performance and stability of the E-Business Suite.  As a notable side-benefit, later versions of Java have improved built-in and third-party tools for JVM performance monitoring and tuning.Our standing recommendation is that you always stay current with the latest available Java update provided by your operating system vendor.  Don't forget to upgrade Forms & Reports to 10.1.2.3 E-Business Suite 12 originally shipped with Oracle Application Server 10g Forms & Reports 10.1.2.0.2.  That version is no longer eligible for Error Correction Support. New Forms and Reports 10g patches are now being released with Forms and Reports 10.1.2.3 as the prerequisite. Forms and Reports 10.1.2.3 was certified for EBS 12 environments in November 2008. If you haven't upgraded your EBS 12 environment to Forms & Reports 10.1.2.3, this is a good opportunity to do so. References Using Latest Update of Java 6.0 with Oracle E-Business Suite Release 12 (My Oracle Support Document 455492.1) Overview of Using Java with Oracle E-Business Suite Release 12 (My Oracle Support Document 418664.1) Oracle Lifetime Support Policy (Oracle Fusion Middleware) IBM Developer Kit Lifecycle Dates HP-UX Java - End of Life Policy & Release Naming Terminology Related Articles OracleAS 10g Forms and Reports 10.1.2.3 Certified With EBS R12 Java 6 Certified with E-Business Suite Release 12

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• How to store generated eigen faces for future face recognition?

  - by user3237134

  My code works in the following manner: 1.First, it obtains several images from the training set 2.After loading these images, we find the normalized faces,mean face and perform several calculation. 3.Next, we ask for the name of an image we want to recognize 4.We then project the input image into the eigenspace, and based on the difference from the eigenfaces we make a decision. 5.Depending on eigen weight vector for each input image we make clusters using kmeans command. Source code i tried: clear all close all clc % number of images on your training set. M=1200; %Chosen std and mean. %It can be any number that it is close to the std and mean of most of the images. um=60; ustd=32; %read and show images(bmp); S=[]; %img matrix for i=1:M str=strcat(int2str(i),'.jpg'); %concatenates two strings that form the name of the image eval('img=imread(str);'); [irow icol d]=size(img); % get the number of rows (N1) and columns (N2) temp=reshape(permute(img,[2,1,3]),[irow*icol,d]); %creates a (N1*N2)x1 matrix S=[S temp]; %X is a N1*N2xM matrix after finishing the sequence %this is our S end %Here we change the mean and std of all images. We normalize all images. %This is done to reduce the error due to lighting conditions. for i=1:size(S,2) temp=double(S(:,i)); m=mean(temp); st=std(temp); S(:,i)=(temp-m)*ustd/st+um; end %show normalized images for i=1:M str=strcat(int2str(i),'.jpg'); img=reshape(S(:,i),icol,irow); img=img'; end %mean image; m=mean(S,2); %obtains the mean of each row instead of each column tmimg=uint8(m); %converts to unsigned 8-bit integer. Values range from 0 to 255 img=reshape(tmimg,icol,irow); %takes the N1*N2x1 vector and creates a N2xN1 matrix img=img'; %creates a N1xN2 matrix by transposing the image. % Change image for manipulation dbx=[]; % A matrix for i=1:M temp=double(S(:,i)); dbx=[dbx temp]; end %Covariance matrix C=A'A, L=AA' A=dbx'; L=A*A'; % vv are the eigenvector for L % dd are the eigenvalue for both L=dbx'*dbx and C=dbx*dbx'; [vv dd]=eig(L); % Sort and eliminate those whose eigenvalue is zero v=[]; d=[]; for i=1:size(vv,2) if(dd(i,i)>1e-4) v=[v vv(:,i)]; d=[d dd(i,i)]; end end %sort, will return an ascending sequence [B index]=sort(d); ind=zeros(size(index)); dtemp=zeros(size(index)); vtemp=zeros(size(v)); len=length(index); for i=1:len dtemp(i)=B(len+1-i); ind(i)=len+1-index(i); vtemp(:,ind(i))=v(:,i); end d=dtemp; v=vtemp; %Normalization of eigenvectors for i=1:size(v,2) %access each column kk=v(:,i); temp=sqrt(sum(kk.^2)); v(:,i)=v(:,i)./temp; end %Eigenvectors of C matrix u=[]; for i=1:size(v,2) temp=sqrt(d(i)); u=[u (dbx*v(:,i))./temp]; end %Normalization of eigenvectors for i=1:size(u,2) kk=u(:,i); temp=sqrt(sum(kk.^2)); u(:,i)=u(:,i)./temp; end % show eigenfaces; for i=1:size(u,2) img=reshape(u(:,i),icol,irow); img=img'; img=histeq(img,255); end % Find the weight of each face in the training set. omega = []; for h=1:size(dbx,2) WW=[]; for i=1:size(u,2) t = u(:,i)'; WeightOfImage = dot(t,dbx(:,h)'); WW = [WW; WeightOfImage]; end omega = [omega WW]; end % Acquire new image % Note: the input image must have a bmp or jpg extension. % It should have the same size as the ones in your training set. % It should be placed on your desktop ed_min=[]; srcFiles = dir('G:\newdatabase\*.jpg'); % the folder in which ur images exists for b = 1 : length(srcFiles) filename = strcat('G:\newdatabase\',srcFiles(b).name); Imgdata = imread(filename); InputImage=Imgdata; InImage=reshape(permute((double(InputImage)),[2,1,3]),[irow*icol,1]); temp=InImage; me=mean(temp); st=std(temp); temp=(temp-me)*ustd/st+um; NormImage = temp; Difference = temp-m; p = []; aa=size(u,2); for i = 1:aa pare = dot(NormImage,u(:,i)); p = [p; pare]; end InImWeight = []; for i=1:size(u,2) t = u(:,i)'; WeightOfInputImage = dot(t,Difference'); InImWeight = [InImWeight; WeightOfInputImage]; end noe=numel(InImWeight); % Find Euclidean distance e=[]; for i=1:size(omega,2) q = omega(:,i); DiffWeight = InImWeight-q; mag = norm(DiffWeight); e = [e mag]; end ed_min=[ed_min MinimumValue]; theta=6.0e+03; %disp(e) z(b,:)=InImWeight; end IDX = kmeans(z,5); clustercount=accumarray(IDX, ones(size(IDX))); disp(clustercount); QUESTIONS: 1.It is working fine for M=50(i.e Training set contains 50 images) but not for M=1200(i.e Training set contains 1200 images).It is not showing any error.There is no output.I waited for 10 min still there is no output. I think it is going infinite loop.What is the problem?Where i was wrong? 2.Instead of running the training set everytime how eigen faces generated are stored so that stored eigen faces are used for future face recoginition for a new input image.So it reduces wastage of time.

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• Which Presentation Would You Like to See at the OUG Ireland?

  - by Grant Ronald

  A novel idea, and one I think one worth trialling, is the OUG Ireland are allowing the public to vote on which presentation I will give at the conference in March.  So, rather than the a paper selection committee choosing,  the OUG community can choose.I know that Oracle tried this at Oracle World over the last couple of year and I think its good to get some community input.If you are a member of the OUG you can vote here.

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• Django forms: how to dynamically create ModelChoiceField labels

  - by Henri

  I would like to create dynamic labels for a forms.ModelChoiceField and I'm wondering how to do that. I have the following form class: class ProfileForm(forms.ModelForm): def __init__(self, data=None, ..., language_code='en', family_name_label='Family name', horoscope_label='Horoscope type', *args, **kwargs): super(ProfileForm, self).__init__(data, *args, **kwargs) self.fields['family_name'].label = family_name_label . . self.fields['horoscope'].label = horoscope_label self.fields['horoscope'].queryset = Horoscope.objects.all() class Meta: model = Profile family_name = forms.CharField(widget=forms.TextInput(attrs={'size':'80', 'class': 'contact_form'})) . . horoscope = forms.ModelChoiceField(queryset = Horoscope.objects.none(), widget=forms.RadioSelect(), empty_label=None) The default labels are defined by the unicode function specified in the Profile definition. However the labels for the radio buttons created by the ModelChoiceField need to be created dynamically. First I thought I could simply override ModelChoiceField as described in the Django documentation. But that creates static labels. It allows you to define any label but once the choice is made, that choice is fixed. So I think I need to adapt add something to init like: class ProfileForm(forms.ModelForm): def __init__(self, data=None, ..., language_code='en', family_name_label='Family name', horoscope_label='Horoscope type', *args, **kwargs): super(ProfileForm, self).__init__(data, *args, **kwargs) self.fields['family_name'].label = family_name_label . . self.fields['horoscope'].label = horoscope_label self.fields['horoscope'].queryset = Horoscope.objects.all() self.fields['horoscope'].<WHAT>??? = ??? Anyone having any idea how to handle this? Any help would be appreciated very much.

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