# Setting up the project using the Android Studio IDE and required SDKs

Source: [https://docs.qualcomm.com/doc/80-63442-4/topic/setting-up-project-android-studio-ide-and-sdks.html](https://docs.qualcomm.com/doc/80-63442-4/topic/setting-up-project-android-studio-ide-and-sdks.html)

How to build and run a sample AI application from Android Studio

## Setting up the AI Android project

The steps below are designed to prepare you to develop an AI-based Android mobile app
                using Android Studio.

First, follow the [“Install Android Studio” guide](https://developer.android.com/studio/install?pkg=studio) on the Android developer
                site. It will walk you through downloading and installing the Android Studio
                integrated development environment (IDE) and required software development kits
                (SDKs).

## Building and running a sample AI application from Android Studio

1. Download the [sample project source](https://github.com/tensorflow/tensorflow) code as a .zip file and
                    extract it. The Android examples are in the folder tensorflow/examples/android.
                    Follow all necessary steps given in Readme.md. Samples are provided by
                    TensorFlow. Trained models are already part of the Android applications, and
                        [models are downloaded](https://github.com/tensorflow/tensorflow/blob/master/tensorflow/examples/android/download-models.gradle) to the
                    application’s /assets folder.
2. In Android Studio, select File → New → Import project. Navigate to
                    tensorflow-master → tensorflow → examples → android, then click OK button.
3. Once the process of building gradle is complete, Android Studio automatically
                    checks for any build errors. Ensure the build is successful before you
                        continue.
In this project, the trained model files in .pb format reside in
                        the /assets folder (1 in the image). Note that models need to conform to the
                        framework you are using. In the case of Tensorflow, the model should be in
                        .pb format; for the Qualcomm® Neural Processing SDK, the model should be in
                        .dlc (Deep Learning Container) format.  
![](data:image/png;base64,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)
4. Note the following details in the project:
    1. build.gradle (2 in the image) includes a dependency block (3 in the
                            image) for compiling the TensorFlow library: compile
                            'org.tensorflow:tensorflow-android:+'
    2. manifest.xml should have camera permission defined: &lt; uses-permission
                            android:name="android.permission.CAMERA"/&gt;
    3. A code block in the application receives the results of image
                            processing:

            protected void processImage() { rgbFrameBitmap.setPixels(getRgbBytes(), 0, previewWidth, 0, 0, previewWidth, previewHeight); final Canvas canvas = new Canvas(croppedBitmap); canvas.drawBitmap(rgbFrameBitmap, frameToCropTransform, null); // For examining the actual TF input. if (SAVE_PREVIEW_BITMAP) { ImageUtils.saveBitmap(croppedBitmap); } runInBackground( new Runnable() { @Override public void run() { final long startTime = SystemClock.uptimeMillis(); final List <Classifier.Recognition> results = classifier.recognizeImage(croppedBitmap); lastProcessingTimeMs = SystemClock.uptimeMillis() - startTime; LOGGER.i("Detect: %s", results +"---"+lastProcessingTimeMs); cropCopyBitmap = Bitmap.createBitmap(croppedBitmap); if (resultsView == null) { resultsView = (ResultsView) findViewById(R.id.results); } resultsView.setResults(results); requestRender(); readyForNextImage(); } }); Copy to clipboard
5. Build and run the app.
    This sample app has four different launchers available
                        in the device as separate applications. The user can launch each of them
                        explicitly. The four applications are “TF Classify”, “TF Detect”, “TF
                        Sylize” and “TF Speech”.

<activity android:name="org.tensorflow.demo.ClassifierActivity"
        android:screenOrientation="portrait"
        android:label="@string/activity_name_classification">
        <intent-filter>
        <action android:name="android.intent.action.MAIN" />
        <category android:name="android.intent.category.LAUNCHER" />
        <category android:name="android.intent.category.LEANBACK_LAUNCHER" />
        </intent-filter >
        </activity >Copy to clipboard

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) 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)

After running the AI application, the next step is to benchmark relative performance
                between Qualcomm Neural Processing Engine (NP and TensorFlow) on Android.

**Parent Topic:** [Artificial Intelligence, Machine Learning, Android and the Qualcomm Neural Processing SDK for AI](https://docs.qualcomm.com/doc/80-63442-4/topic/artificial-qualcomm-neural-processing-sdk.html)

Last Published: Jun 24, 2024

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Bringing up TensorFlow frameworks on the Qualcomm Neural Processing SDK for AI](https://docs.qualcomm.com/bundle/publicresource/80-63442-4/topics/bringing-up-tensorflow-frameworks.md) [Next Topic
Developing Apps with the Qualcomm Neural Processing SDK for AI](https://docs.qualcomm.com/bundle/publicresource/80-63442-4/topics/developing-apps-qualcomm-neural-processing-sdk.md)