PowerMiner/src/ObjectTrackerTest.java

145 lines
5.2 KiB
Java

import static org.junit.jupiter.api.Assertions.*;
import java.awt.AWTException;
import java.awt.Color;
import java.awt.Graphics;
import java.awt.image.BufferedImage;
import java.io.ByteArrayInputStream;
import java.io.File;
import java.util.ArrayList;
import javax.imageio.ImageIO;
import org.junit.jupiter.api.Test;
import org.opencv.core.Core;
import org.opencv.core.Mat;
import org.opencv.core.MatOfByte;
import org.opencv.core.Point;
import org.opencv.core.Rect2d;
import org.opencv.core.Scalar;
import org.opencv.imgcodecs.Imgcodecs;
import org.opencv.imgproc.Imgproc;
import org.opencv.tracking.Tracker;
import org.opencv.tracking.TrackerKCF;
import org.opencv.tracking.TrackerMIL;
import org.opencv.tracking.TrackerBoosting;
import org.opencv.tracking.TrackerGOTURN;
import org.opencv.tracking.TrackerMedianFlow;
import org.opencv.videoio.VideoCapture;
class ObjectTrackerTest {
@Test
void testObjectTrackingWithAllVideosInDirectory() throws Exception {
System.loadLibrary(Core.NATIVE_LIBRARY_NAME);
String videoDirectory = "/home/dpapp/Videos/";
//createPresentationGraphics(videoDirectory, "gameplay-2018-03-19_05.50.27.mp4");
createPresentationGraphics(videoDirectory, "mining_guild_inv.mp4");
/*for (File video : getListOfFilesFromDirectory(videoDirectory)) {
if (video.isFile()) {
testObjectTrackingInVideo(videoDirectory, video.getName());
}
}*/
}
public File[] getListOfFilesFromDirectory(String videoDirectoryPath) {
File videoDirectory = new File(videoDirectoryPath);
return videoDirectory.listFiles();
}
void createPresentationGraphics(String videoDirectory, String videoFileName) throws Exception {
VideoCapture video = new VideoCapture(videoDirectory + videoFileName);
ObjectDetector objectDetector = new ObjectDetector();
Mat frame = new Mat();
boolean frameReadSuccess = video.read(frame);
int counter = 0;
while (video.read(frame)) {
counter++;
if (counter % 2 == 0) {
//counter++;
continue;
}
BufferedImage screencapture = Mat2BufferedImage(frame);
Graphics g = screencapture.getGraphics();
ArrayList<DetectedObject> detectedObjects = objectDetector.getObjectsInImage(Mat2BufferedImage(frame), 0.30);
for (DetectedObject detectedObject : detectedObjects) {
Rect2d boundingBox = detectedObject.getBoundingRect2d();
if (objectDetector.isObjectPresentInBoundingBoxInImage(detectedObjects, boundingBox, "ironOre")) {
g.setColor(new Color(0, 255, 0));
}
else if (objectDetector.isObjectPresentInBoundingBoxInImage(detectedObjects, boundingBox, "ore")) {
g.setColor(new Color(255, 0, 0));
}
else {
g.setColor(new Color(255, 255, 255));
}
g.drawRect((int) (boundingBox.x * 735 / 510), (int) boundingBox.y, (int) (boundingBox.width * 685 / 510), (int) boundingBox.height);
}
System.out.println(counter);
ImageIO.write(screencapture, "jpg", new File(videoDirectory + "/mining_guild_inv/frame_" + videoFileName + counter + ".jpg"));
//counter++;
}
}
void testObjectTrackingInVideo(String videoDirectory, String videoFileName) throws Exception {
VideoCapture video = new VideoCapture(videoDirectory + videoFileName);
ObjectDetector objectDetector = new ObjectDetector();
Mat frame = new Mat();
boolean frameReadSuccess = video.read(frame);
assertTrue(frameReadSuccess);
ArrayList<DetectedObject> detectedObjects = objectDetector.getObjectsInImage(Mat2BufferedImage(frame), 0.80);
System.out.println("Tracking " + detectedObjects.size() + " objects.");
ArrayList<ObjectTracker> objectTrackers = new ArrayList<ObjectTracker>();
ArrayList<Rect2d> boundingBoxes = new ArrayList<Rect2d>();
for (int i = 0; i < detectedObjects.size(); i++) {
boundingBoxes.add(detectedObjects.get(i).getBoundingRect2d());
objectTrackers.add(new ObjectTracker(frame, detectedObjects.get(i).getBoundingRect2d()));
}
int counter = 0;
while (video.read(frame)) {
BufferedImage screencapture = Mat2BufferedImage(frame);
Graphics g = screencapture.getGraphics();
for (int i = 0; i < objectTrackers.size(); i++) {
objectTrackers.get(i).update(frame, boundingBoxes.get(i));
boolean trackingSuccess = objectTrackers.get(i).update(frame, boundingBoxes.get(i));
//assertTrue(trackingSuccess);
if (objectDetector.isObjectPresentInBoundingBoxInImage(detectedObjects, boundingBoxes.get(i), "ironOre")) {
g.setColor(new Color(0, 255, 0));
}
else if (objectDetector.isObjectPresentInBoundingBoxInImage(detectedObjects, boundingBoxes.get(i), "ironOre")) {
g.setColor(new Color(255, 0, 0));
}
else {
g.setColor(new Color(255, 255, 255));
}
g.drawRect((int) boundingBoxes.get(i).x, (int) boundingBoxes.get(i).y, (int) boundingBoxes.get(i).width, (int) boundingBoxes.get(i).height);
}
ImageIO.write(screencapture, "png", new File("/home/dpapp/Videos/BlurredRandom/NonBlurred/" + videoFileName + counter + ".png"));
counter++;
}
}
private BufferedImage Mat2BufferedImage(Mat matrix)throws Exception {
MatOfByte mob=new MatOfByte();
Imgcodecs.imencode(".jpg", matrix, mob);
byte ba[]=mob.toArray();
BufferedImage bi=ImageIO.read(new ByteArrayInputStream(ba));
return bi;
}
}