Using JavaCV with Scala and SBT

Recently I’ve been doing some simple face detection in a Scala-based project. The “industry standard” for such kind of tasks is OpenCV; face detection is one of its basic use-cases.

Everybody knows this picture, right?

Everybody knows this picture, right?

However OpenCV is written in C/C++, so obviously to use it from Scala a JVM interface is needed. One of such interfaces is JavaCV, which wraps several computer-vision related libraries, one of them being OpenCV.

The process of actually doing face detection from Java using JavaCV is fairly well documented (see for example here), but what I had some trouble with, is getting SBT to get the JavaCV jars from the Maven central repository.

There are two steps. First, you need to add the dependency to your build settings:

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val javacv = 
  "com.googlecode.javacv" % 
  "javacv" % 
  "0.7" classifier "linux-x86_64" classifier "macosx-x86_64" classifier ""
 
libraryDependencies += javacv

The unusual thing here are the classifiers. To get the basic jars you need an empty classifier, but you also need some platform-dependent bindings to the native libraries. Here I’m including bindings for OSX (my dev platform) and Linux (my deployment platform). There are also bindings for Windows, e.g. windows-x86.

But that won’t get you all the jars yet. The second SBT setting you must modify is:

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classpathTypes += "maven-plugin"

That is because some of the dependent jars (javacpp) are packaged with the maven-plugin packaging. And as SBT isn’t Maven, they won’t be included by default.

With the two settings above, you should be all set to start doing computer vision with JavaCV, SBT and Scala :)

Adam

  • Mahsa Hanifi

    Hi
    I’m doing the same thing but there is a problem in my setting, which I have no idea where. It cannot recognize opencv libraries and keep saying : opencv is not a member of package org!

  • http://www.warski.org/ Adam Warski

    Did you add both the “classpathTypes” and “libraryDependencies” setting?

  • Mahsa Hanifi

    Thank you Adam. Finally I was able to fix it last night! I got another problem which says: cv2.so: cannot open shared object file: No such file or directory! I export LD_LIBRARY_PATH…. but it didn’t solve the problem :(

  • http://www.warski.org/ Adam Warski

    Just add them to build.sbt alongside any other settings. Though I don’t think any other settings are necessary.