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Detect Faces in Video
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167 changes: 167 additions & 0 deletions
167
app/src/main/java/com/dragosholban/androidfacedetection/CameraPreview.java
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package com.dragosholban.androidfacedetection; | ||
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import android.annotation.SuppressLint; | ||
import android.content.Context; | ||
import android.content.res.Configuration; | ||
import android.util.AttributeSet; | ||
import android.util.Log; | ||
import android.view.SurfaceHolder; | ||
import android.view.SurfaceView; | ||
import android.view.ViewGroup; | ||
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import com.google.android.gms.common.images.Size; | ||
import com.google.android.gms.vision.CameraSource; | ||
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import java.io.IOException; | ||
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public class CameraPreview extends ViewGroup { | ||
private static final String TAG = "CameraPreview"; | ||
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private Context mContext; | ||
private SurfaceView mSurfaceView; | ||
private boolean mStartRequested; | ||
private boolean mSurfaceAvailable; | ||
private CameraSource mCameraSource; | ||
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private GraphicOverlay mOverlay; | ||
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public CameraPreview(Context context, AttributeSet attrs) { | ||
super(context, attrs); | ||
mContext = context; | ||
mStartRequested = false; | ||
mSurfaceAvailable = false; | ||
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mSurfaceView = new SurfaceView(context); | ||
mSurfaceView.getHolder().addCallback(new SurfaceCallback()); | ||
addView(mSurfaceView); | ||
} | ||
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public void start(CameraSource cameraSource) throws IOException { | ||
if (cameraSource == null) { | ||
stop(); | ||
} | ||
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mCameraSource = cameraSource; | ||
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if (mCameraSource != null) { | ||
mStartRequested = true; | ||
startIfReady(); | ||
} | ||
} | ||
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public void start(CameraSource cameraSource, GraphicOverlay overlay) throws IOException { | ||
mOverlay = overlay; | ||
start(cameraSource); | ||
} | ||
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public void stop() { | ||
if (mCameraSource != null) { | ||
mCameraSource.stop(); | ||
} | ||
} | ||
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public void release() { | ||
if (mCameraSource != null) { | ||
mCameraSource.release(); | ||
mCameraSource = null; | ||
} | ||
} | ||
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@SuppressLint("MissingPermission") | ||
private void startIfReady() throws IOException { | ||
if (mStartRequested && mSurfaceAvailable) { | ||
mCameraSource.start(mSurfaceView.getHolder()); | ||
if (mOverlay != null) { | ||
Size size = mCameraSource.getPreviewSize(); | ||
int min = Math.min(size.getWidth(), size.getHeight()); | ||
int max = Math.max(size.getWidth(), size.getHeight()); | ||
if (isPortraitMode()) { | ||
// Swap width and height sizes when in portrait, since it will be rotated by | ||
// 90 degrees | ||
mOverlay.setCameraInfo(min, max, mCameraSource.getCameraFacing()); | ||
} else { | ||
mOverlay.setCameraInfo(max, min, mCameraSource.getCameraFacing()); | ||
} | ||
mOverlay.clear(); | ||
} | ||
mStartRequested = false; | ||
} | ||
} | ||
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private class SurfaceCallback implements SurfaceHolder.Callback { | ||
@Override | ||
public void surfaceCreated(SurfaceHolder surface) { | ||
mSurfaceAvailable = true; | ||
try { | ||
startIfReady(); | ||
} catch (IOException e) { | ||
Log.e(TAG, "Could not start camera source.", e); | ||
} | ||
} | ||
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@Override | ||
public void surfaceDestroyed(SurfaceHolder surface) { | ||
mSurfaceAvailable = false; | ||
} | ||
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@Override | ||
public void surfaceChanged(SurfaceHolder holder, int format, int width, int height) { | ||
} | ||
} | ||
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@Override | ||
protected void onLayout(boolean changed, int left, int top, int right, int bottom) { | ||
int width = 320; | ||
int height = 240; | ||
if (mCameraSource != null) { | ||
Size size = mCameraSource.getPreviewSize(); | ||
if (size != null) { | ||
width = size.getWidth(); | ||
height = size.getHeight(); | ||
} | ||
} | ||
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// Swap width and height sizes when in portrait, since it will be rotated 90 degrees | ||
if (isPortraitMode()) { | ||
int tmp = width; | ||
width = height; | ||
height = tmp; | ||
} | ||
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final int layoutWidth = right - left; | ||
final int layoutHeight = bottom - top; | ||
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// Computes height and width for potentially doing fit width. | ||
int childWidth = layoutWidth; | ||
int childHeight = (int)(((float) layoutWidth / (float) width) * height); | ||
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// If height is too tall using fit width, does fit height instead. | ||
if (childHeight > layoutHeight) { | ||
childHeight = layoutHeight; | ||
childWidth = (int)(((float) layoutHeight / (float) height) * width); | ||
} | ||
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for (int i = 0; i < getChildCount(); ++i) { | ||
getChildAt(i).layout(0, 0, childWidth, childHeight); | ||
} | ||
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try { | ||
startIfReady(); | ||
} catch (IOException e) { | ||
Log.e(TAG, "Could not start camera source.", e); | ||
} | ||
} | ||
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private boolean isPortraitMode() { | ||
int orientation = mContext.getResources().getConfiguration().orientation; | ||
if (orientation == Configuration.ORIENTATION_LANDSCAPE) { | ||
return false; | ||
} | ||
if (orientation == Configuration.ORIENTATION_PORTRAIT) { | ||
return true; | ||
} | ||
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Log.d(TAG, "isPortraitMode returning false by default"); | ||
return false; | ||
} | ||
} |
101 changes: 101 additions & 0 deletions
101
app/src/main/java/com/dragosholban/androidfacedetection/FaceGraphic.java
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package com.dragosholban.androidfacedetection; | ||
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import android.graphics.Canvas; | ||
import android.graphics.Color; | ||
import android.graphics.Paint; | ||
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import com.google.android.gms.vision.face.Face; | ||
import com.google.android.gms.vision.face.Landmark; | ||
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class FaceGraphic extends GraphicOverlay.Graphic { | ||
private static final float FACE_POSITION_RADIUS = 10.0f; | ||
private static final float ID_TEXT_SIZE = 40.0f; | ||
private static final float ID_Y_OFFSET = 50.0f; | ||
private static final float ID_X_OFFSET = -50.0f; | ||
private static final float BOX_STROKE_WIDTH = 5.0f; | ||
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private static final int COLOR_CHOICES[] = { | ||
Color.BLUE, | ||
Color.CYAN, | ||
Color.GREEN, | ||
Color.MAGENTA, | ||
Color.RED, | ||
Color.WHITE, | ||
Color.YELLOW | ||
}; | ||
private static int mCurrentColorIndex = 0; | ||
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private Paint mFacePositionPaint; | ||
private Paint mIdPaint; | ||
private Paint mBoxPaint; | ||
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private volatile Face mFace; | ||
private int mFaceId; | ||
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FaceGraphic(GraphicOverlay overlay) { | ||
super(overlay); | ||
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mCurrentColorIndex = (mCurrentColorIndex + 1) % COLOR_CHOICES.length; | ||
final int selectedColor = COLOR_CHOICES[mCurrentColorIndex]; | ||
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mFacePositionPaint = new Paint(); | ||
mFacePositionPaint.setColor(selectedColor); | ||
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mIdPaint = new Paint(); | ||
mIdPaint.setColor(selectedColor); | ||
mIdPaint.setTextSize(ID_TEXT_SIZE); | ||
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mBoxPaint = new Paint(); | ||
mBoxPaint.setColor(selectedColor); | ||
mBoxPaint.setStyle(Paint.Style.STROKE); | ||
mBoxPaint.setStrokeWidth(BOX_STROKE_WIDTH); | ||
} | ||
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void setId(int id) { | ||
mFaceId = id; | ||
} | ||
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/** | ||
* Updates the face instance from the detection of the most recent frame. Invalidates the | ||
* relevant portions of the overlay to trigger a redraw. | ||
*/ | ||
void updateFace(Face face) { | ||
mFace = face; | ||
postInvalidate(); | ||
} | ||
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/** | ||
* Draws the face annotations for position on the supplied canvas. | ||
*/ | ||
@Override | ||
public void draw(Canvas canvas) { | ||
Face face = mFace; | ||
if (face == null) { | ||
return; | ||
} | ||
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// Draws a circle at the position of the detected face, with the face's track id below. | ||
float x = translateX(face.getPosition().x + face.getWidth() / 2); | ||
float y = translateY(face.getPosition().y + face.getHeight() / 2); | ||
canvas.drawCircle(x, y, FACE_POSITION_RADIUS, mFacePositionPaint); | ||
canvas.drawText("id: " + mFaceId, x + ID_X_OFFSET, y + ID_Y_OFFSET, mIdPaint); | ||
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// Draws a bounding box around the face. | ||
float xOffset = scaleX(face.getWidth() / 2.0f); | ||
float yOffset = scaleY(face.getHeight() / 2.0f); | ||
float left = x - xOffset; | ||
float top = y - yOffset; | ||
float right = x + xOffset; | ||
float bottom = y + yOffset; | ||
canvas.drawRect(left, top, right, bottom, mBoxPaint); | ||
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// Draws a circle for each face feature detected | ||
for (Landmark landmark : face.getLandmarks()) { | ||
// the preview display of front-facing cameras is flipped horizontally | ||
float cx = canvas.getWidth() - scaleX(landmark.getPosition().x); | ||
float cy = scaleY(landmark.getPosition().y); | ||
canvas.drawCircle(cx, cy, 10, mIdPaint); | ||
} | ||
} | ||
} |
51 changes: 51 additions & 0 deletions
51
app/src/main/java/com/dragosholban/androidfacedetection/GraphicFaceTracker.java
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package com.dragosholban.androidfacedetection; | ||
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import com.google.android.gms.vision.Tracker; | ||
import com.google.android.gms.vision.face.Face; | ||
import com.google.android.gms.vision.face.FaceDetector; | ||
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class GraphicFaceTracker extends Tracker<Face> { | ||
private GraphicOverlay mOverlay; | ||
private FaceGraphic mFaceGraphic; | ||
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GraphicFaceTracker(GraphicOverlay overlay) { | ||
mOverlay = overlay; | ||
mFaceGraphic = new FaceGraphic(overlay); | ||
} | ||
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/** | ||
* Start tracking the detected face instance within the face overlay. | ||
*/ | ||
@Override | ||
public void onNewItem(int faceId, Face item) { | ||
mFaceGraphic.setId(faceId); | ||
} | ||
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/** | ||
* Update the position/characteristics of the face within the overlay. | ||
*/ | ||
@Override | ||
public void onUpdate(FaceDetector.Detections<Face> detectionResults, Face face) { | ||
mOverlay.add(mFaceGraphic); | ||
mFaceGraphic.updateFace(face); | ||
} | ||
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/** | ||
* Hide the graphic when the corresponding face was not detected. This can happen for | ||
* intermediate frames temporarily (e.g., if the face was momentarily blocked from | ||
* view). | ||
*/ | ||
@Override | ||
public void onMissing(FaceDetector.Detections<Face> detectionResults) { | ||
mOverlay.remove(mFaceGraphic); | ||
} | ||
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/** | ||
* Called when the face is assumed to be gone for good. Remove the graphic annotation from | ||
* the overlay. | ||
*/ | ||
@Override | ||
public void onDone() { | ||
mOverlay.remove(mFaceGraphic); | ||
} | ||
} |
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