use of androidx.media.filterfw.FrameValue in project android_frameworks_base by ResurrectionRemix.
the class IfElseFilter method onProcess.
@Override
protected void onProcess() {
OutputPort outPort = getConnectedOutputPort("output");
FrameImage2D trueFrame = getConnectedInputPort("trueResult").pullFrame().asFrameImage2D();
FrameImage2D falseFrame = getConnectedInputPort("falseResult").pullFrame().asFrameImage2D();
FrameValue boolFrameValue = getConnectedInputPort("condition").pullFrame().asFrameValue();
boolean condition = (Boolean) boolFrameValue.getValue();
FrameBuffer2D outputFrame;
// If the condition is true, then we want to use the camera, else use the gallery
if (condition) {
outputFrame = trueFrame;
} else {
outputFrame = falseFrame;
}
outPort.pushFrame(outputFrame);
}
use of androidx.media.filterfw.FrameValue in project android_frameworks_base by ResurrectionRemix.
the class ImageGoodnessFilter method onProcess.
/**
* @see androidx.media.filterfw.Filter#onProcess()
*/
@Override
protected void onProcess() {
FrameValue sharpnessFrameValue = getConnectedInputPort("sharpness").pullFrame().asFrameValue();
float sharpness = ((Float) sharpnessFrameValue.getValue()).floatValue();
FrameValue overExposureFrameValue = getConnectedInputPort("overExposure").pullFrame().asFrameValue();
float overExposure = ((Float) overExposureFrameValue.getValue()).floatValue();
FrameValue underExposureFrameValue = getConnectedInputPort("underExposure").pullFrame().asFrameValue();
float underExposure = ((Float) underExposureFrameValue.getValue()).floatValue();
FrameValue colorfulnessFrameValue = getConnectedInputPort("colorfulness").pullFrame().asFrameValue();
float colorfulness = ((Float) colorfulnessFrameValue.getValue()).floatValue();
FrameValue contrastRatingFrameValue = getConnectedInputPort("contrastRating").pullFrame().asFrameValue();
float contrastRating = ((Float) contrastRatingFrameValue.getValue()).floatValue();
FrameValue brightnessFrameValue = getConnectedInputPort("brightness").pullFrame().asFrameValue();
float brightness = ((Float) brightnessFrameValue.getValue()).floatValue();
FrameValue motionValuesFrameValue = getConnectedInputPort("motionValues").pullFrame().asFrameValue();
float[] motionValues = (float[]) motionValuesFrameValue.getValue();
float vectorAccel = (float) Math.sqrt(Math.pow(motionValues[0], 2) + Math.pow(motionValues[1], 2) + Math.pow(motionValues[2], 2));
String outStr;
FrameValue capturingFrameValue = getConnectedInputPort("capturing").pullFrame().asFrameValue();
boolean capturing = (Boolean) capturingFrameValue.getValue();
FrameImage2D inputImage = getConnectedInputPort("image").pullFrame().asFrameImage2D();
// TODO: get rid of magic numbers
float score = 0.0f;
score = computePictureScore(vectorAccel, sharpness, underExposure, overExposure, contrastRating, colorfulness, brightness);
if (scoreMean == 0)
scoreMean = score;
else
scoreMean = scoreMean * (1 - DECAY) + score * DECAY;
if (motionMean == 0)
motionMean = vectorAccel;
else
motionMean = motionMean * (1 - DECAY) + vectorAccel * DECAY;
float classifierScore = classifierComputeScore(vectorAccel, sharpness, underExposure, colorfulness, contrastRating, score);
// Log.v(TAG, "ClassifierScore:: " + classifierScore);
final float GREAT_SCORE = 3.5f;
final float GOOD_SCORE = 2.5f;
final float OK_SCORE = 1.5f;
final float BAD_SCORE = 0.5f;
if (score >= GREAT_SCORE) {
outStr = GREAT;
} else if (score >= GOOD_SCORE) {
outStr = GOOD;
} else if (score >= OK_SCORE) {
outStr = OK;
} else if (score >= BAD_SCORE) {
outStr = BAD;
} else {
outStr = AWFUL;
}
if (capturing) {
if (outStr.equals(GREAT)) {
// take a picture
Bitmap bitmap = inputImage.toBitmap();
new AsyncOperation().execute(bitmap);
final float RESET_FEATURES = 0.01f;
sharpnessMean = RESET_FEATURES;
underExposureMean = RESET_FEATURES;
overExposureMean = RESET_FEATURES;
contrastMean = RESET_FEATURES;
colorfulnessMean = RESET_FEATURES;
brightnessMean = RESET_FEATURES;
}
}
OutputPort outPort = getConnectedOutputPort("goodOrBadPic");
FrameValue stringFrame = outPort.fetchAvailableFrame(null).asFrameValue();
stringFrame.setValue(outStr);
outPort.pushFrame(stringFrame);
OutputPort scoreOutPort = getConnectedOutputPort("score");
FrameValue scoreFrame = scoreOutPort.fetchAvailableFrame(null).asFrameValue();
scoreFrame.setValue(score);
scoreOutPort.pushFrame(scoreFrame);
}
use of androidx.media.filterfw.FrameValue in project android_frameworks_base by ResurrectionRemix.
the class AverageFilterTest method testAverageFilter.
public void testAverageFilter() throws Exception {
FrameValue frame = createFrame(FrameType.single(), new int[] { 1 }).asFrameValue();
frame.setValue(5f);
injectInputFrame("sharpness", frame);
process();
assertEquals(1f, ((Float) getOutputFrame("avg").asFrameValue().getValue()).floatValue(), 0.001f);
}
use of androidx.media.filterfw.FrameValue in project android_frameworks_base by ResurrectionRemix.
the class AverageFilterTest method testAverageFilter2.
public void testAverageFilter2() throws Exception {
FrameValue frame = createFrame(FrameType.single(), new int[] { 1 }).asFrameValue();
frame.setValue(4f);
injectInputFrame("sharpness", frame);
process();
assertEquals(0.8f, ((Float) getOutputFrame("avg").asFrameValue().getValue()).floatValue(), 0.001f);
}
use of androidx.media.filterfw.FrameValue in project android_frameworks_base by ResurrectionRemix.
the class ImageGoodnessFilterTest method testGoodPicture.
public void testGoodPicture() throws Exception {
FrameValue sharpnessFrame = createFrame(FrameType.single(), new int[] { 1 }).asFrameValue();
sharpnessFrame.setValue(50f);
FrameValue oEFrame = createFrame(FrameType.single(), new int[] { 1 }).asFrameValue();
oEFrame.setValue(0.01f);
FrameValue uEFrame = createFrame(FrameType.single(), new int[] { 1 }).asFrameValue();
uEFrame.setValue(0.01f);
FrameValue colorFrame = createFrame(FrameType.single(), new int[] { 1 }).asFrameValue();
colorFrame.setValue(2.1f);
FrameValue contrastFrame = createFrame(FrameType.single(), new int[] { 1 }).asFrameValue();
contrastFrame.setValue(0.18f);
FrameValue motionFrame = createFrame(FrameType.array(), new int[] { 1 }).asFrameValue();
float[] motionFloatArray = { 0.0f, 0.0f, 0.0f };
motionFrame.setValue(motionFloatArray);
injectInputFrame("sharpness", sharpnessFrame);
injectInputFrame("overExposure", oEFrame);
injectInputFrame("underExposure", uEFrame);
injectInputFrame("colorfulness", colorFrame);
injectInputFrame("contrastRating", contrastFrame);
injectInputFrame("motionValues", motionFrame);
process();
assertEquals("Good Picture!", (String) getOutputFrame("goodOrBadPic").asFrameValue().getValue());
}
Aggregations