Creating Frame Processor Plugins

Creating a Frame Processor Plugin for Android

The Frame Processor Plugin API is built to be as extensible as possible, which allows you to create custom Frame Processor Plugins. In this guide we will create a custom Face Detector Plugin which can be used from JS.

Android Frame Processor Plugins can be written in either Java, Kotlin or C++ (JNI).

Mostly automatic setup

1. Run Vision Camera Plugin Builder CLI

npx vision-camera-plugin-builder android

info

The CLI will ask you for the path to project's Android Manifest file, name of the plugin (e.g. FaceDetectorFrameProcessorPlugin), name of the exposed method (e.g. detectFaces) and language you want to use for plugin development (Java or Kotlin). For reference see the CLI's docs.

2. Register the package in MainApplication.java

        @Override
        protected List<ReactPackage> getPackages() {
          @SuppressWarnings("UnnecessaryLocalVariable")
          List<ReactPackage> packages = new PackageList(this).getPackages();
          ...
          packages.add(new FaceDetectorFrameProcessorPluginPackage()); // <- add
          return packages;
        }

Manual setup

Java

1. Open your Project in Android Studio
2. Create a Java source file, for the Face Detector Plugin this will be called FaceDetectorFrameProcessorPlugin.java.
3. Add the following code:

import com.mrousavy.camera.frameprocessor.Frame;
import com.mrousavy.camera.frameprocessor.FrameProcessorPlugin;

public class FaceDetectorFrameProcessorPlugin extends FrameProcessorPlugin {

  @Override
  public Object callback(Frame frame, ReadableNativeMap arguments) {
    // code goes here
    return null;
  }
}

note

The Frame Processor Plugin will be exposed to JS through the VisionCameraProxy object. In this case, it would be VisionCameraProxy.getFrameProcessorPlugin("detectFaces").

4. Implement your Frame Processing. See the Example Plugin (Java) for reference.
5. Create a new Java file which registers the Frame Processor Plugin in a React Package, for the Face Detector plugin this file will be called FaceDetectorFrameProcessorPluginPackage.java:

import com.facebook.react.ReactPackage;
import com.facebook.react.bridge.NativeModule;
import com.facebook.react.bridge.ReactApplicationContext;
import com.facebook.react.uimanager.ViewManager;
import com.mrousavy.camera.frameprocessor.FrameProcessorPlugin;
import com.mrousavy.camera.frameprocessor.FrameProcessorPluginRegistry;
import javax.annotation.Nonnull;

public class FaceDetectorFrameProcessorPluginPackage implements ReactPackage {
  @NonNull
  @Override
  public List<NativeModule> createNativeModules(@NonNull ReactApplicationContext reactContext) {
    FrameProcessorPluginRegistry.addFrameProcessorPlugin("detectFaces", options -> new FaceDetectorFrameProcessorPlugin());
    return Collections.emptyList();
  }

  @Nonnull
  @Override
  public List<ViewManager> createViewManagers(@Nonnull ReactApplicationContext reactContext) {
    return Collections.emptyList();
  }
}

6. Register the package in MainApplication.java

        @Override
        protected List<ReactPackage> getPackages() {
          @SuppressWarnings("UnnecessaryLocalVariable")
          List<ReactPackage> packages = new PackageList(this).getPackages();
          ...
          packages.add(new FaceDetectorFrameProcessorPluginPackage()); // <- add
          return packages;
        }

Kotlin

1. Open your Project in Android Studio
2. Create a Kotlin source file, for the Face Detector Plugin this will be called FaceDetectorFrameProcessorPlugin.kt.
3. Add the following code:

import com.mrousavy.camera.frameprocessor.Frame
import com.mrousavy.camera.frameprocessor.FrameProcessorPlugin

class FaceDetectorFrameProcessorPlugin: FrameProcessorPlugin() {

  override fun callback(frame: Frame, arguments: ReadableNativeMap): Any? {
    // code goes here
    return null
  }
}

note

The Frame Processor Plugin will be exposed to JS through the VisionCameraProxy object. In this case, it would be VisionCameraProxy.getFrameProcessorPlugin("detectFaces").

4. Implement your Frame Processing. See the Example Plugin (Java) for reference.
5. Create a new Kotlin file which registers the Frame Processor Plugin in a React Package, for the Face Detector plugin this file will be called FaceDetectorFrameProcessorPluginPackage.kt:

import com.facebook.react.ReactPackage
import com.facebook.react.bridge.NativeModule
import com.facebook.react.bridge.ReactApplicationContext
import com.facebook.react.uimanager.ViewManager
import com.mrousavy.camera.frameprocessor.FrameProcessorPlugin

class FaceDetectorFrameProcessorPluginPackage : ReactPackage {
  override fun createNativeModules(reactContext: ReactApplicationContext): List<NativeModule> {
    FrameProcessorPluginRegistry.addFrameProcessorPlugin("detectFaces") { options ->
      FaceDetectorFrameProcessorPlugin()
    }
    return emptyList()
  }

  override fun createViewManagers(reactContext: ReactApplicationContext): List<ViewManager<*, *>> {
    return emptyList()
  }
}

6. Register the package in MainApplication.java

        @Override
        protected List<ReactPackage> getPackages() {
          @SuppressWarnings("UnnecessaryLocalVariable")
          List<ReactPackage> packages = new PackageList(this).getPackages();
          ...
          packages.add(new FaceDetectorFrameProcessorPluginPackage()); // <- add
          return packages;
        }

🚀 Next section: Finish creating your Frame Processor Plugin (or add iOS support to your Frame Processor Plugin)