2015-03-09 19:22:07 +01:00
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#include <iostream>
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#include <memory>
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#include <chrono>
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#include <thread>
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#include <opencv\highgui.h>
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2015-03-09 20:55:15 +01:00
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#include <filesystem>
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2015-03-09 19:22:07 +01:00
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#include "Frame.h"
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#include "Face.h"
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#include "ImageListener.h"
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#include "FrameDetector.h"
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#include "AffdexException.h"
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using namespace std;
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using namespace AFFDEX;
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float last_timestamp = -1.0f;
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float capture_fps = -1.0f;
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float process_last_timestamp = -1.0f;
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float process_fps = -1.0f;
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class PlottingImageListener : public ImageListener
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{
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public:
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void onImageResults(vector<Face> faces, Frame image) override {
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shared_ptr<byte> imgdata = image.getBGRByteArray();
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cv::Mat img = cv::Mat(image.getHeight(), image.getWidth(), CV_8UC3, imgdata.get());
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for (int i = 0; i < faces.size(); i++)
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{
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Face f = faces[i];
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float smile_score = f.getSmileScore();
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int n = f.getFeaturePointCount();
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VecFeaturePoint points = f.getFeaturePoints();
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for (auto& point : points ) //Draw face feature points.
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{
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cv::circle(img, cv::Point(point.x, point.y), 1.0f, cv::Scalar(0, 0, 255));
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}
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//Output the results of the different classifiers.
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cv::putText(img, "Smile: "+ std::to_string(f.getSmileScore()), cv::Point(30, 30), cv::FONT_HERSHEY_COMPLEX, 0.5f, cv::Scalar(0, 0, 255));
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cv::putText(img, "BrowFurrow: " + std::to_string(f.getBrowFurrowScore()), cv::Point(30, 50), cv::FONT_HERSHEY_COMPLEX, 0.5f, cv::Scalar(0, 0, 255));
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cv::putText(img, "BrowRaise: " + std::to_string(f.getBrowRaiseScore()), cv::Point(30, 70), cv::FONT_HERSHEY_COMPLEX, 0.5f, cv::Scalar(0, 0, 255));
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cv::putText(img, "LipCornerDepressor: " + std::to_string(f.getLipCornerDepressorScore()), cv::Point(30, 90), cv::FONT_HERSHEY_COMPLEX, 0.5f, cv::Scalar(0, 0, 255));
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cv::putText(img, "Engagement: " + std::to_string(f.getEngagementScore()), cv::Point(30, 110), cv::FONT_HERSHEY_COMPLEX, 0.5f, cv::Scalar(0, 0, 255));
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cv::putText(img, "Valence: " + std::to_string(f.getValenceScore()), cv::Point(30, 130), cv::FONT_HERSHEY_COMPLEX, 0.5f, cv::Scalar(0, 0, 255));
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//Calculate the processing framerate, output both the processing + capture framerate
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if (process_last_timestamp >= 0.0f)
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{
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process_fps = 1.0f / (image.getTimestamp() - process_last_timestamp);
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cv::putText(img, "capture fps: " + std::to_string(capture_fps), cv::Point(img.cols - 200, 30), cv::FONT_HERSHEY_COMPLEX, 0.5f, cv::Scalar(0, 0, 255));
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cv::putText(img, "process fps: " + std::to_string(process_fps), cv::Point(img.cols - 200, 50), cv::FONT_HERSHEY_COMPLEX, 0.5f, cv::Scalar(0, 0, 255));
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}
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process_last_timestamp = image.getTimestamp();
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}
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cv::imshow("analyze-image", img);
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cv::waitKey(30);
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};
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void onImageCapture(Frame image) override
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{};
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};
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int main(int argsc, char ** argsv)
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{
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try{
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// Parse and check the data folder (with assets)
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std::wstring DATA_FOLDER = L"data";
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if (argsc > 1)
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{
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std::string user_folder(argsv[1]);
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DATA_FOLDER.assign(user_folder.begin(), user_folder.end());
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}
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int framerate = 30;
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int process_frame_rate = 30;
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int buffer_length = 2;
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if (argsc > 2)
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{
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framerate = stoi(argsv[2]);
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}
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if (argsc > 3)
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{
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process_frame_rate = stoi(argsv[3]);
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}
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FrameDetector frameDetector(buffer_length, process_frame_rate); // Init the FrameDetector Class
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shared_ptr<ImageListener> listenPtr(new PlottingImageListener()); // Instanciate the ImageListener class
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cv::VideoCapture webcam(0); //Connect to the first webcam
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webcam.set(CV_CAP_PROP_FPS, framerate); //Set webcam framerate.
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std::cerr << "Setting the webcam frame rate to: " << framerate << std::endl;
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auto start_time = std::chrono::system_clock::now();
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if (!webcam.isOpened())
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{
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std::cerr << "Error opening webcam!" << std::endl;
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return 1;
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}
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//Initialize detectors
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frameDetector.setDetectSmile(true);
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frameDetector.setDetectBrowFurrow(true);
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frameDetector.setDetectBrowRaise(true);
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frameDetector.setDetectLipCornerDepressor(true);
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frameDetector.setDetectEngagement(true);
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frameDetector.setDetectValence(true);
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frameDetector.setClassifierPath(DATA_FOLDER);
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frameDetector.setImageListener(listenPtr.get());
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//Start the frame detector thread.
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frameDetector.start();
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do{
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cv::Mat img;
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if (!webcam.read(img)) //Capture an image from the camera
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{
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std::cerr << "Failed to read frame from webcam! " << std::endl;
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break;
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}
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//Calculate the Image timestamp and the capture frame rate;
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const auto milliseconds = std::chrono::duration_cast<std::chrono::milliseconds>(std::chrono::system_clock::now() - start_time);
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const float seconds = milliseconds.count() / 1000.f;
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// Create a frame
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Frame f(img.size().width, img.size().height, img.data, Frame::COLOR_FORMAT::BGR, seconds);
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capture_fps = 1.0f / (seconds - last_timestamp);
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last_timestamp = seconds;
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std::cerr << "Capture framerate = " << capture_fps << std::endl;
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frameDetector.process(f); //Pass the frame to detector
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} while (!GetAsyncKeyState(VK_ESCAPE));
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frameDetector.stop(); //Stop frame detector thread
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}
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catch (AffdexException ex)
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{
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std::cerr << "Encountered an AffdexException " << ex.what();
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return 1;
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}
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catch (std::exception ex)
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{
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std::cerr << "Encountered an exception " << ex.what();
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return 1;
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}
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catch (std::runtime_error err)
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{
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std::cerr << "Encountered a runtime error " << err.what();
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return 1;
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}
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return 0;
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}
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