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base: fleischmannma75068/Beerpong:master
fleischmannma75068/Beerpong:master fleischmannma75068/Beerpong:output fleischmannma75068/Beerpong:fleischmannma75068 fleischmannma75068/Beerpong:opencv
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compare: fleischmannma75068/Beerpong:b10e99aeac47901ba35c00971b5f770a9135cc4e
fleischmannma75068/Beerpong:output fleischmannma75068/Beerpong:fleischmannma75068 fleischmannma75068/Beerpong:master fleischmannma75068/Beerpong:opencv
3 Commits
master ... b10e99aeac
Author SHA1 Message Date
fleischmannma75068 b10e99aeac Add threshhold ofParameter 2021-05-10 14:26:13 +02:00
fleischmannma75068 e7c68434cf Add ofxGui dependency 2021-05-10 14:25:02 +02:00
fleischmannma75068 3ffa0ac381 Implemented Contour Finding 
Before contours can be found, video is converted to grayscale,
background subtraction is performed and results get binarized.

Circles are characterized by the aspect ratio of the individual blob.
 2021-05-06 09:48:06 +02:00
16 changed files with 207 additions and 5 deletions
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beerpong/addons.make
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ofxGui
ofxOpenCv
beerpong/beerpong.vcxproj
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@@ -100,7 +100,7 @@
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beerpong/src/ofApp.cpp
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@@ -1,23 +1,100 @@
#include "ofApp.h"
#define VIDEO_WIDTH 568
#define VIDEO_HEIGHT 320
//--------------------------------------------------------------
void ofApp::setup(){
vidPlayer.load("beer.mkv"); // in /bin/data/
vidPlayer.play();
vidPlayer.setLoopState(OF_LOOP_NORMAL);
colorVideo.allocate(VIDEO_WIDTH, VIDEO_HEIGHT);
grayVideo.allocate(VIDEO_WIDTH, VIDEO_HEIGHT);
learnBackground = true;
gui.setup("Parameter");
gui.add(threshhold.set("Threshhold", 80, 0, 255));
}
//--------------------------------------------------------------
void ofApp::update(){
vidPlayer.update();
colorVideo.setFromPixels(vidPlayer.getPixels());
grayVideo = colorVideo; // Convert Color to Grayscale
if (learnBackground){
background = grayVideo;
learnBackground = false;
}
// Background subtraction
binarized.absDiff(background, grayVideo);
// Binarization
binarized.threshold(threshhold);
contourFinder.findContours(
binarized,
10,
VIDEO_HEIGHT * VIDEO_WIDTH / 10,
10,
true);
}
//--------------------------------------------------------------
void ofApp::draw(){
ofSetHexColor(0xffffff);
colorVideo.draw(20, 20);
grayVideo.draw(40 + VIDEO_WIDTH, 20);
background.draw(20, 40 + VIDEO_HEIGHT);
binarized.draw(40 + VIDEO_WIDTH, 40 + VIDEO_HEIGHT);
ofFill();
ofSetHexColor(0x333333);
ofDrawRectangle(40 + VIDEO_WIDTH, 60 + VIDEO_HEIGHT + VIDEO_HEIGHT, VIDEO_WIDTH, VIDEO_HEIGHT);
ofSetHexColor(0xffffff);
for (int i = 0; i < contourFinder.blobs.size(); i++) {
ofxCvBlob blob = contourFinder.blobs[i];
// draw over the centroid if the blob is a hole
ofSetColor(255);
// https://docs.opencv.org/master/d1/d32/tutorial_py_contour_properties.html
float aspect_ratio = blob.boundingRect.getWidth() / blob.boundingRect.getHeight();
stringstream sizeStr;
sizeStr << std::to_string(i) << ": " << std::to_string(contourFinder.blobs[i].area);
sizeStr << " | F=" << aspect_ratio;
if (aspect_ratio > 0.5 && aspect_ratio < 1.5)
{
blob.draw(40 + VIDEO_WIDTH, 60 + VIDEO_HEIGHT + VIDEO_HEIGHT);
ofDrawBitmapString(sizeStr.str(),
contourFinder.blobs[i].boundingRect.getCenter().x + 40 + VIDEO_WIDTH,
contourFinder.blobs[i].boundingRect.getCenter().y + 60 + VIDEO_HEIGHT + VIDEO_HEIGHT);
}
}
gui.draw();
}
//--------------------------------------------------------------
void ofApp::keyPressed(int key){
if (key == '-') threshhold--;
else if (key == '+') threshhold++;
else if (key == ' ') learnBackground = true;
else if (key == '0') vidPlayer.setPaused(!vidPlayer.isPaused());
else if (key == OF_KEY_RIGHT) vidPlayer.nextFrame();
else if (key == OF_KEY_LEFT) vidPlayer.previousFrame();
else;
}
//--------------------------------------------------------------
beerpong/src/ofApp.h
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@@ -1,6 +1,8 @@
#pragma once
#include "ofMain.h"
#include "ofxOpenCv.h"
#include "ofxGui.h"
class ofApp : public ofBaseApp{
@@ -21,4 +23,20 @@ class ofApp : public ofBaseApp{
void dragEvent(ofDragInfo dragInfo);
void gotMessage(ofMessage msg);
ofVideoPlayer vidPlayer;
// Images displaying original video
ofxCvColorImage colorVideo;
ofxCvGrayscaleImage grayVideo;
ofxCvGrayscaleImage background;
ofxCvGrayscaleImage binarized;
ofxCvContourFinder contourFinder;
bool learnBackground;
ofxPanel gui;
ofParameter<int> threshhold;
};