Welcome to TensorflowCamera!

Hey! This is my first library for TensorFlow, I hope you like it. This library is based on Camera, TextureView and Tensorflow. (Min SDK is 21)

I would like to thank @shawngit for his code where this library is based on.

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Example images

Usage

Add the following code to your activity XML file:

<dontwan.tensorflowcamera.TensorFlowCamera
    android:id="@+id/cameraView"
    android:layout_width="match_parent"
    android:layout_height="match_parent" />

And the following code in the Activity class

// Setup Tensorflow Camera
TensorFlowCamera tfCamera = (TensorFlowCamera) findViewById(R.id.cameraView);
tfCamera.setLabelsFile("imagenet_comp_graph_label_strings.txt"); // Label file in assets folder
tfCamera.setModelFile("file:///android_asset/tensorflow_inception_graph.pb"); // Pb file in assets folder
tfCamera.start(); // Start the camera

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Assets files

Download the following file. Extract the zip and place the two files in: app/main/assets This are the model and label file.

• imagenet_comp_graph_label_strings.txt
• tensorflow_inception_graph.pb

*If you gonna use other modal or label file please add the following code in the activity class:

tfCamera.setLabelsFile("imagenet_comp_graph_label_strings.txt"); // Label file in assets folder
tfCamera.setModelFile("file:///android_asset/tensorflow_inception_graph.pb"); // Pb file in assets folder

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Callbacks

OnCameraStarted

tfCamera.setOnCameraStarted(new OnCameraStarted() {
        @Override
        public void onStarted() {
           // Do something 
        }
    });

OnNoPermissions

tfCamera.setOnNoPermissions(new OnNoPermissions() {
        @Override
        public void onNoPermissions() {
            // Do something like asking the camera permissions
        }
    });

OnObjectDetected

tfCamera.setOnObjectDetected(new OnObjectDetected() {
        @Override
        public void onDetected(Bitmap frame, List<Classifier.Recognition> objects) {
            // Do something
        }
    });

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Methods

Method	Description
.setLabelFile	Set the label file of the models
.setModelFile	Set the model file
.setLiveDectection	Enable or disable live recognition.
.getImage	Returns the current frame of the camera.
.getObjects	Returns results from a bitmap or drawable int.
.setResultConfidenceThreshold	Set a minimum value to match the object.
.setMaxBestResults	Set the max number of returning results.
~~.setCameraOrientation	Set the camera vertical or horizontal.~~
.setWarningToasts	Show warnings in a toast when they are available, perfect for debug.
.setCameraFlash	Enable or disable the flash, FLASH_MODE_TORCH, FLASH_MODE_AUTO, FLASH_MODE_OFF
.setCameraFocus	Set focus of the camera, FOCUS_MODE_AUTO, FOCUS_MODE_INFINITY, FOCUS_MODE_MACRO, FOCUS_MODE_CONTINUOUS_PICTURE
.start	Start the camera.
.stop	Stop the camera.