How can I train the cnn with the features extracted from the images instead of the images themselves?
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I've attempted to get this working on face recognition but without success.
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As far as I understand you did 1 epoch.
Compatible with any release.
The specified module could not be found.
In this pure matlab version there's no max pooling.
The package comes in two flavors, depending on what architecture type the system you want to install it on comes with.
Yan Li (view profile).
But I get error.
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Thanks a lot for the valuable comment.
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It means that file train_cnn.
If you interested in training you should open train_cnn.
How to solve it?
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Silvio Filipe (view profile).
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Atanasko Atanasov (view profile).
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Regarding several last questions.
Eliud Gonzalez: usually this means that you don't have MNIST dataset.
It already works in general.
Actually you can feed in any data not only images.
Yifei Wu (view profile).
Is it possible to train using color images?
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Compatibility with Matlab 2010 issue fixed (Thanks to Silvio Filipe).
Because Java is platform neutral, it is a simple process of just.
If I tried to train the cnn using 60000 input, then the program would took fairly long time, about several hours to finish.
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How can I improve this?
Undefined function or variable 'boiler_transfer'.
In the new version I'll fix these bugs.
This submission is an asset for computer vision Matlab community.
JAR file and dropping it into your.
I'm going to put new release of the lib which will contain example with faces and would be more convenient to use with various data.
Xiaolei Hu (view profile).
Where should I change?
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Murugesan Thangavel (view profile).
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Bo Hu (view profile).
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Thanks, when training the CNN, how do i save it, or it saves itself?
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About second bug, the problem is in the error calculation.
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This is a great job.
Perf, num_dec which are found with cnet object in the form of cnet.
Actually I had a plans to adapt this to face recognition, but unfortunately there're still only plans, because now I have absolutely no time to develop it.
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Binary JAR file downloads of the JDBC driver are available here.
CUDA version, which is on bitbucket repository.
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Can anyone help me?
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Mridusmita Sharma (view profile).
So I'd advice to look closely on preprocessing algorithms and try to make architecture similar to face detection papers advices.
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The MCR remains very high.
Jonathan Masci (view profile).
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I'm going to remove the dependencies from NN toolbox in next release, which I'm trying to finalize now.
Java and its primary use is for developing Java applications.
Dependency from NN toolbox removed.
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It seems that they changed something in NN toolbox.
In this case you'll not notice it in gui.
Default value 0 means running estimate of hessian.
If you change it to 1, gui progress bar will show the hessian recomputation.
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Sebastien PARIS (view profile).
Each spectogram equivalent to 1 image has dimensions 13x500, where as each image in MNIST has dimensions 28x28.
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However I have a question.
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Does it means that the connections from different feature maps of a previous layer to a particular feature map of the next layer have the same weights?
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CNN training in Matlab.
CNN is saved to workspace variable sinet.
Xiaolei Hu: As far as I know there's no support of Conv Nets in latest Matlab NN Toolbox.
However, the version from Nikolay Chumerin can be trained using color patches.
But I need a week or two more to finalize it since I do it in my free time.
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Use fopen to generate a valid file identifier.
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Trained network for experements.
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Independence from NN Toolbox.
MNIST library is exist and located in MNIST folder.
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What can i do if i open train_cnn.
Simple GUI, visualising digits recognition.
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Nikolay Chumerin (view profile).
New version coming soon.
The CUDA driver could not be loaded.
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Description changed: added the notice about future versions of library.
Full training cycle needs about 10 epochs on full training set with progressively decreasing theta.
Can someone point me in the right direction?
The source code is written in a pretty good style with extensive comments, which are really useful for such complex classes.
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Or maybe, I misunderstand something?
The library name used was 'nvcuda.
Ability to choose from 3 training modes added.
What is Eclipse Oxygen?
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Does anybody know whether the latest Matlab has changed its NN toolbox so CNN can be implemented?
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Aron Sceidt (view profile).
Please dowload and put the files into the MNIST folder.
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Eliud Gonzalez (view profile).
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However I apply CNN to different task with my own image set.
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Error in tansig_mod (line 64).
First bug is a result of merging different versions of CNN used in my experements.
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