opencv/platforms/maven

Using Maven to build OpenCV

This page describes the how to build OpenCV using Apache Maven. The Maven build is simply a wrapper around the existing CMake process but has the additional aims of creating Java OSGi-compatible bundles with included native support and also allow the build to be carried out on RaspberryPi (ARM) architecture. There is nothing preventing using the POM on x86 Linux however.

The following assumes building on Debian-based Linux platform.

Overview

The Maven build process aims to:

1. Provide a simpler route to build OpenCV and Java bundles.
2. Automatically check the required native dependencies.
3. Make the Java libraries OSGi compatible.
4. Include the native OpenCV native library inside the Java bundle.
5. Allow the build to function on x86, x86_64 or amd architectures, Debian-based Linux platform.

Starting the build

Environment variables

Applicability: All processors.

The following environment variables must be set otherwise the build will fail and halt:

• $JAVA_HOME (the absolute path to the JDK root directory)
• $ANT_HOME (the absolute path to the Ant root directory)

It is recommended that advantage is taken of multiple processor cores to reduce build time. This can be done by setting a MAKEFLAGS environment variable specifying the number of parallel builds e.g.:

• $MAKEFLAGS="-j8"

However if this flag is not set the build will NOT fail. On a RaspberryPi 2 typical build times are 5 hours with -j1 (which is the default if $MAKEFLAGS is not specified) and a little over 2 hours with -j4.

All of the above environment variables can be set on an ad-hoc basis using 'export'.

Build Directory

Applicability: All processors

By default the following build directories are created.

<OpenCV_root_dir>/build

<OpenCV_root_dir>/build/target

Under build are the standard OpenCV artifacts. Under build/target can be found the OSGi compatible Java bundle. When deploying the bundle into an OSGi framework e.g. Apache Karaf, loading of the native library is automatically taken care of. The standard Java library as created by the CMake process is also available as specified in the existing OpenCV documentation.

The Maven build is initiated from the directory contain the pom.xml file.

x86 or x86_64 Architecture:

Generally all that is required is the standard Maven command:

mvn clean install

One of the first things the build will do is check the required native dependencies. The Maven build indicates the status of the required dependencies and will fail at this point if any are missing. Install using the package manager e.g. aptitude or apt-get, and restart the build with the above command.

Once the build succesfully completes the OSGi compatible artifacts are available as described above in 'Build Directory'.

ARM 32-bit Architecture - Raspbian Distribution

Similar to the x86 architecture the native dependencies are first checked so install any that are missing, however at the time of writing there are no official libtbb2 and libtbb-dev packages in Raspbian. Version 4.4.3 of Intel's Thread Building Blocks library are available here as a Raspbian-compatible Debian packages.

PLEASE NOTE THESE ARE NOT OFFICIAL RASPBIAN PACKAGES. INSTALL AT YOUR OWN RISK.

OpenCV is built using CMake and the Maven build process uses the the cmake-maven plugin. The cmake-maven plugin by default downloads CMake at build time but unfortunately there is no binary for ARM architecture currently available. As a work around it is possible to use the native CMake (which is checked for availability in the above dependency checks). Assuming all native dependencies are available the build can be started with the following command:

mvn clean install -Duse.native.cmake=true

Upon a successful build the libraries will be available as described above in 'Build Directory'.

cmake-mave-plugin 3.4.1-b2-SNAPSHOT

Should this plugin not be available in Maven central, the source can be found at my GitHub page here, checkout the raspberrypi branch and install. On x86 it is a standard Maven build and install command. If building on Raspbian you also need to supply the -Duse.native.cmake=true command-line option.