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How to integrate Matlab code library with Android?
(6 answers)
Closed 8 years ago.
I basically am using MATLAB for image processing. I want to develop an Android app which can support the processing provided by MATLAB. I searched for results about it but failed to get clarity out of it.
If you have an additional product, MATLAB Builder JA for Java, you can produce a .jar file from your MATLAB code.
However, the .jar file requires the MATLAB Compiler Runtime (a freely
redistributable component that you get with MATLAB Compiler and MATLAB
Builder products) to be present. The MCR has a much larger footprint
than is suitable for the typical Android device (it's like a copy of
MATLAB itself, without the user interface).
You could think about either
Running your MATLAB .jar file remotely on a server, and having your Android application connect to it, or
Instead of using MATLAB Compiler and Builder products, use MATLAB
Coder, which will convert a subset of the MATLAB language directly
into C code. This C code doesn't require the MCR, and could be
compiled to run directly on Android. Make sure your MATLAB algorithm
falls within, or can be expressed in, the appropriate subset of the
MATLAB language.
More infos can be found here from Sam Roberts post
Related
I am developing an Android OCR.
Using tess-two in the Android made the OCR.
I have downloaded the 'traineddata' file. And it has succeeded in output in English . But I want to output a number.
In the Internet gave me inform the sentence 'tesseract image.tif outputbase nobatch digits' and it has advised me to insert the generated files.
But I did not understand what I'm saying .
Please tell me the easiest way.
You will need to set tessedit_char_whitelist variable, as follows:
baseApi.SetVariable("tessedit_char_whitelist", "0123456789");
See Android OCR detecting digits only using popular tessercat fork tess-two or extracting numbers from Bitmap in android using tess-two library.
I am working on a matlab project where I add effects to audio files (mp3, wav). Therefore, I load the files into arrays using the matlab function audioread(..).
Now, I want to export this to Android. I read that the best way is to use the Matlab Coder to export the matlab code to C/C++ (or Java) and then export it into android (more or less).
However, the function call audioplayer (and play) are Unsupported (that's what the code generation readiness issues says).
What can I do ? One idea was to play the sounds directly using c++ code (so after the code generation). But how to play sounds from arrays using c++ ?
Or if you guys have others ideas without touching c++ codes (so fixing the problem directly in matlab), I would be glad to hear it !
Thanks and have a good day !
Typically what I recommend in cases like this is to factor your code in two pieces:
The part that does the audio file I/O and audio playing (namely the OS-specific part)
The computational kernel for which you will generate code using MATLAB Coder. This piece usually takes numeric arrays representing the image or audio data as arguments.
I've used this approach to leverage MATLAB Coder generated code to do image filtering on Android.
To do part (1), as Navan says, you'll need to use Android APIs to read in audio files, write data back to files, and to play them as desired. Note, I haven't done extensive Android development, so doing these tasks may take some research or be difficult.
Once you have the data in a format suitable for the function(s) in (2), likely a numeric array, then you can call your generated code using JNI to add the desired effects. The generated code would return the data back to the Java code and you can then encode it, play it, or do as you please with it using the Android APIs.
Playing audio normally uses platform dependent libraries. In DSP System toolbox, there is an audio player object called dsp.AudioPlayer which supports C code generation. But I believe this uses platform dependent libraries in the generated code and it will not be straight forward to make it work in Android. You will be better off finding an audio player library for Android and hooking that in manually after generating code.
I'm currently developing an algorithm for texture classification based on Machine Learning, primarily Support Vector Machines (SVM). I was able to gain some very good results on my test data and now want to use the SVM in productive environment.
Productive in my case means, it is going to run on multiple Desktop- and Mobile platforms (i.e. Android, iOS) and always somewhere deep down in native threads. For reasons of software structure and the platform's access policies, I'm not able to access the file system from where I use the SVM. However, my framework supports reading Files in an environment where access the file system is granted and channel the file's content as a std::string to the SVM-part of my application.
The standard procedure how to configure an SVM is by using filenames and OpenCV reads directly from the file:
cv::SVM _svm;
_svm.load("/home/<usrname>/DEV/TrainSoftware/trained.cfg", "<trainSetName>");
I want this (basically reading from the file somewhere else and passing the file's content as a string to the SVM):
cv::SVM _svm;
std::string trainedCfgContentStr="<get the content here>";
_svm.loadFromString(trainedCfgContentStr, "<trainSetName>") // This method is desired
I couldn't find anything in OpenCV's docs or source that this is possible somehow, but it wouldn't be the first OpenCV-Feature that's there and not documented or widely known. Of course, I could hack the OpenCV source and cross-compile to each of my target platforms, but I'd try to avoid that since it is a hell lot of work, besides I'm pretty convinced I'm not the first one with this problem.
All ideas (also unconventional) and/or hints are highly appreciated!
as long as you stick with the c++ api it's quite easy, FileStorage can read from memory:
string data_string; //containing xml/yml data
FileStorage fs( data_string, FileStorage::READ | FileStorage::MEMORY);
svm.read(fs.getFirstTopLevelNode()); // or the node with your trainset
(unfortunately not exposed to java)
I have an algorithm and some other code which is in MATLAB and I want to use it in my Android application.
How can I do this?
Can I make a jar file from MATLAB for use with Android?
I have to do something else?
If you have an additional product, MATLAB Builder JA for Java, you can produce a .jar file from your MATLAB code.
However, the .jar file requires the MATLAB Compiler Runtime (a freely redistributable component that you get with MATLAB Compiler and MATLAB Builder products) to be present. The MCR has a much larger footprint than is suitable for the typical Android device (it's like a copy of MATLAB itself, without the user interface).
You could think about either
Running your MATLAB .jar file remotely on a server, and having your Android application connect to it, or
Instead of using MATLAB Compiler and Builder products, use MATLAB Coder, which will convert a subset of the MATLAB language directly into C code. This C code doesn't require the MCR, and could be compiled to run directly on Android. Make sure your MATLAB algorithm falls within, or can be expressed in, the appropriate subset of the MATLAB language.
Edit: As of R2015a, functionality from MATLAB Builder JA for Java has been replaced by a new product, MATLAB Compiler SDK.
I am the developer of Addi. http://addi.googlecode.com Addi is quickly becoming a full port of Octave (which is an open source tool that uses Matlab syntax). Addi is going to have intents for other applications to use it as their math engines or plotting engines. So, if you can run your code on Octave, then very soon you will be able to run it on Android.
Our only option is to get C++ code from M code using MATLAB Coder toolbox, that generates standalone C and C++ code from MATLAB® code. It supports only some subset of all Matlab functions, therefore might be not suitable for your needs.
Having C code you can compile it using NDK. MATLAB Compiler is not an option here.
A new feature in Matlab 2014a:
http://www.mathworks.com/help/simulink/samsung-galaxy-android-devices.html
You can now directly install (limited set of) models to Samsung Android devices, and this should work actually on any Android device.
You can convert matlab code into python and then use the python code in the android .There are many tools to do this conversion. Python goes well with android than matlab.
You have 2 options,
Create a JAR and include in your Java Application and start using it. (I have not tested this by creating a JAR outside Eclipse)
You can code the same thing in C and use Android NDK to process it. (This will be faster and safer way)
I have an algorithm and some other code which is in MATLAB and I want to use it in my Android application.
How can I do this?
Can I make a jar file from MATLAB for use with Android?
I have to do something else?
If you have an additional product, MATLAB Builder JA for Java, you can produce a .jar file from your MATLAB code.
However, the .jar file requires the MATLAB Compiler Runtime (a freely redistributable component that you get with MATLAB Compiler and MATLAB Builder products) to be present. The MCR has a much larger footprint than is suitable for the typical Android device (it's like a copy of MATLAB itself, without the user interface).
You could think about either
Running your MATLAB .jar file remotely on a server, and having your Android application connect to it, or
Instead of using MATLAB Compiler and Builder products, use MATLAB Coder, which will convert a subset of the MATLAB language directly into C code. This C code doesn't require the MCR, and could be compiled to run directly on Android. Make sure your MATLAB algorithm falls within, or can be expressed in, the appropriate subset of the MATLAB language.
Edit: As of R2015a, functionality from MATLAB Builder JA for Java has been replaced by a new product, MATLAB Compiler SDK.
I am the developer of Addi. http://addi.googlecode.com Addi is quickly becoming a full port of Octave (which is an open source tool that uses Matlab syntax). Addi is going to have intents for other applications to use it as their math engines or plotting engines. So, if you can run your code on Octave, then very soon you will be able to run it on Android.
Our only option is to get C++ code from M code using MATLAB Coder toolbox, that generates standalone C and C++ code from MATLAB® code. It supports only some subset of all Matlab functions, therefore might be not suitable for your needs.
Having C code you can compile it using NDK. MATLAB Compiler is not an option here.
A new feature in Matlab 2014a:
http://www.mathworks.com/help/simulink/samsung-galaxy-android-devices.html
You can now directly install (limited set of) models to Samsung Android devices, and this should work actually on any Android device.
You can convert matlab code into python and then use the python code in the android .There are many tools to do this conversion. Python goes well with android than matlab.
You have 2 options,
Create a JAR and include in your Java Application and start using it. (I have not tested this by creating a JAR outside Eclipse)
You can code the same thing in C and use Android NDK to process it. (This will be faster and safer way)