A Beginner’s Guide to Setting up OpenCV Android Library on Android Studio
I recently started a project that involved working with OpenCV on Android. Most of the guides on setting up the library on Android were outdated or not complete. So, after getting multiple requests from team mates on how to set this up, I decided to just write a dead simple guide on this.
Step 1: Download OpenCV Android Library
Go to the OpenCV Android Sourceforge page and download the latest OpenCV Android library. As at the time of writing this post, the latest available version was 3.4.1.
When the download completes, you should extract the contents of the zip file into a folder.
Step 2: Setup project
Create a new Android project using Android Studio only if you have not created one already for your computer vision project.
Note: Skip this step if you already have an Android project you want to use the OpenCV library in.
Step 3: Import OpenCV Module
After successfully creating an Android project, it is time to import the OpenCV module into your Android project. Click on File -> New -> Import Module…
It should bring up a popup like the image below where you can select the path to the module you want to import.
Browse to the folder where you extracted the OpenCV Android library zip file contents. Select the
java folder inside of the sdk
After selecting the correct path and clicking OK, you should get a screen like the image below.
Click on Next to go to the next screen. On the next screen (the image below) you should leave the default options checked and click on Finish to complete the module import.
Step 4: Fixing Gradle Sync Errors
You should get a Gradle build error after you finish importing the OpenCV library. This happens because the library is using an old Android SDK that you probably don’t have installed yet.
To quickly fix this error, switch from the Android pane to the Project pane on the left side of Android Studio.
Browse to OpenCV library module and open its
To fix the error, you just have to change the
targetSdkVersion to the latest Android SDK version or the one you have installed on your PC. After changing the version you should click on the sync button so that Gradle can sync the project.
buildToolsVersion can be ignored
Step 5: Add the OpenCV Dependency
To work with the OpenCV Android library, you have to add it to your
app module as a dependency. To easily do this on Android Studio, click on File -> Project Structure.
When the project structure dialog opens, click on the
app module or any other module that you want to use OpenCV library in.
After navigating to the module, click on the Dependencies tab. You should see a green plus button on the far right of the dialog, click on it and select Module dependency.
When the choose modules dialog opens, select the OpenCV library module and click on OK.
When you return to the dependencies page, confirm that the module was actually added as a dependency then click on the OK button to continue.
Step 6: Add Native Libraries
On your file explorer, navigate to the folder where you extracted the content of the OpenCV Android library zip file. Open the
sdk folder and then the
native folder (Use the image below as a guide).
Copy the libs folder in the native folder over to your project
app module main folder (Usually
libs folder you just copied into your project to
Step 7: Add Required Permissions
To successfully use OpenCV, your app should have the camera permission added to its AndroidManifest.xml file.
Tip: Don’t forget to request for the camera permission at runtime on Android 6 and above.
Step 8: Try out Sample
To confirm that you successfully integrated the OpenCV Android library, you can try out one of the samples included in the library zip file.
Let’s try out the
color-blob-detection sample. You can see the sample in action below:
Quickly update your app main activity with the code below.
Then create a new class called
ColorBlobDetector and copy the code below into it.
Finally, update your app main activity layout file with the layout code below.
Step 9: Using OpenCV Manager
Because you are bundling native libraries in your app APK, you will end up with a very large app APK size.
One way to solve this is to use ABI splits, so you only have the neccessary libraries needed for each device in an APK.
The other way around the size issue is to use the OpenCV Manager. In the folder where you extracted the library contents into, there is a folder called
apk that contains the OpenCV manager for various architectures.
Select the APK with the right architecture of your test device and use ADB via command prompt/line to install it on your device.
Step 10: Test the App
Finally, hit the run button and run the app on your test device.
Note: Don’t forget to grant camera permission on Android 6 and above.
That is all.