camera.setDisplayOrientation(90);
I have coded the app for only Portrait Mode. 
Will make the Camera to rotate to 90 degree and This may result in not suitable for all devices in android 
In order to get the Correct Preview for all android devices use the following code which is refereed in developers site.
Below you have to send your activity, cameraId = back is 0 and for Front camera is 1
public static void setCameraDisplayOrientation(Activity activity, int cameraId, android.hardware.Camera camera) {
    android.hardware.Camera.CameraInfo info = new android.hardware.Camera.CameraInfo();
    android.hardware.Camera.getCameraInfo(cameraId, info);
    int rotation = activity.getWindowManager().getDefaultDisplay().getRotation();
    int degrees = 0;
    switch (rotation) {
        case Surface.ROTATION_0:
            degrees = 0;
            break;
        case Surface.ROTATION_90:
            degrees = 90;
            break;
        case Surface.ROTATION_180:
            degrees = 180;
            break;
        case Surface.ROTATION_270:
            degrees = 270;
            break;
    }
   int result;
    //int currentapiVersion = android.os.Build.VERSION.SDK_INT;
        // do something for phones running an SDK before lollipop
        if (info.facing == Camera.CameraInfo.CAMERA_FACING_FRONT) {
            result = (info.orientation + degrees) % 360;
            result = (360 - result) % 360; // compensate the mirror
        } else { // back-facing
            result = (info.orientation - degrees + 360) % 360;
        }
    camera.setDisplayOrientation(result);
} 
This is how to set the setDisplayOrientation for camera 
Now you may have trouble is saving the captured Image in Correct Orientation, which is bug in Camera API to support all devices in android .you can overcome using the Steps below 
PLS NOTE EXIF VALUE WILL NOT GIVE YOU CORRECT VALUE IN ALL DEVICES , So this would help you
int CameraEyeValue = setPhotoOrientation(CameraActivity.this, cameraFront==true ? 1:0); // CameraID = 1 : front 0:back
By using the same concept we used before for DisplayOrientation 
public int setPhotoOrientation(Activity activity, int cameraId) {
    android.hardware.Camera.CameraInfo info = new android.hardware.Camera.CameraInfo();
    android.hardware.Camera.getCameraInfo(cameraId, info);
    int rotation = activity.getWindowManager().getDefaultDisplay().getRotation();
    int degrees = 0;
    switch (rotation) {
        case Surface.ROTATION_0:
            degrees = 0;
            break;
        case Surface.ROTATION_90:
            degrees = 90;
            break;
        case Surface.ROTATION_180:
            degrees = 180;
            break;
        case Surface.ROTATION_270:
            degrees = 270;
            break;
    }
    int result;
    // do something for phones running an SDK before lollipop
    if (info.facing == Camera.CameraInfo.CAMERA_FACING_FRONT) {
        result = (info.orientation + degrees) % 360;
        result = (360 - result) % 360; // compensate the mirror
    } else { // back-facing
        result = (info.orientation - degrees + 360) % 360;
    }
    return result;
}
So your final PictureCallBack method should look like 
private PictureCallback getPictureCallback() {
    PictureCallback picture = new PictureCallback() {
        @Override
        public void onPictureTaken(byte[] data, Camera camera) {
            //make a new picture file
            File pictureFile = getOutputMediaFile();
            if (pictureFile == null) {
                return;
            }
            try {
                //write the file
                FileOutputStream fos = new FileOutputStream(pictureFile);
                Bitmap bm=null;
                // COnverting ByteArray to Bitmap - >Rotate and Convert back to Data
                if (data != null) {
                    int screenWidth = getResources().getDisplayMetrics().widthPixels;
                    int screenHeight = getResources().getDisplayMetrics().heightPixels;
                    bm = BitmapFactory.decodeByteArray(data, 0, (data != null) ? data.length : 0);
                    if (getResources().getConfiguration().orientation == Configuration.ORIENTATION_PORTRAIT) {
                        // Notice that width and height are reversed
                        Bitmap scaled = Bitmap.createScaledBitmap(bm, screenHeight, screenWidth, true);
                        int w = scaled.getWidth();
                        int h = scaled.getHeight();
                        // Setting post rotate to 90
                        Matrix mtx = new Matrix();
                        int CameraEyeValue = setPhotoOrientation(AndroidCameraExample.this, cameraFront==true ? 1:0); // CameraID = 1 : front 0:back
                        if(cameraFront) { // As Front camera is Mirrored so Fliping the Orientation
                            if (CameraEyeValue == 270) {
                                mtx.postRotate(90);
                            } else if (CameraEyeValue == 90) {
                                mtx.postRotate(270);
                            }
                        }else{
                                mtx.postRotate(CameraEyeValue); // CameraEyeValue is default to Display Rotation
                        }
                        bm = Bitmap.createBitmap(scaled, 0, 0, w, h, mtx, true);
                    }else{// LANDSCAPE MODE
                        //No need to reverse width and height
                        Bitmap scaled = Bitmap.createScaledBitmap(bm, screenWidth, screenHeight, true);
                        bm=scaled;
                    }
                }
                // COnverting the Die photo to Bitmap
                ByteArrayOutputStream stream = new ByteArrayOutputStream();
                bm.compress(Bitmap.CompressFormat.JPEG, 100, stream);
                byte[] byteArray = stream.toByteArray();
                fos.write(byteArray);
                //fos.write(data);
                fos.close();
                Toast toast = Toast.makeText(myContext, "Picture saved: " + pictureFile.getName(), Toast.LENGTH_LONG);
                toast.show();
            } catch (FileNotFoundException e) {
            } catch (IOException e) {
            }
            //refresh camera to continue preview
            mPreview.refreshCamera(mCamera);
            mPreview.setCameraDisplayOrientation(CameraActivity.this,GlobalCameraId,mCamera);
        }
    };
    return picture;
}
As the Works only for Portrait mode using Front and Back camera The Picture is rotated to only portrait mode with correct portrait Orientation in all android devices . 
For LandScape you can Make this as reference and make changes in the below block 
   if(cameraFront) { // As Front camera is Mirrored so Fliping the Orientation
         if (CameraEyeValue == 270) {
             mtx.postRotate(90); //change Here 
          } else if (CameraEyeValue == 90) {
             mtx.postRotate(270);//change Here 
           }
        }else{
           mtx.postRotate(CameraEyeValue); // CameraEyeValue is default to Display Rotation //change Here 
        }