[DELETE] deleted unnecessary functions

.gitignore

@@ -428,4 +428,6 @@ FodyWeavers.xsd
 **/docs/*
 **/doc/*
 
+**/pose_iter_160000.caffemodel
+
 # End of https://www.toptal.com/developers/gitignore/api/c++,visualstudio,visualstudiocode,opencv

src/computervision/ObjectDetection.cpp

@@ -11,7 +11,7 @@
 
 namespace computervision
 {
-	cv::VideoCapture cap(0);
+	cv::VideoCapture cap(1);
 
 	cv::Mat img, imgGray, img2, img2Gray, img3, img4;
 
@@ -59,10 +59,10 @@ namespace computervision
 		putText(cameraFrame,hand_text, Point(10, 75), FONT_HERSHEY_PLAIN, 2.0, Scalar(255, 0, 255),3);
 		imshow("camera", cameraFrame);
 
-	/*	imshow("output", frameOut);
+		imshow("output", frameOut);
 		imshow("foreground", foreground);
 		imshow("handMask", handMask);
-		imshow("handDetection", fingerCountDebug);*/
+		imshow("handDetection", fingerCountDebug);
 
 		int key = waitKey(1);
 

src/computervision/OpenPoseVideo.cpp

@@ -0,0 +1,95 @@
+#include "OpenPoseVideo.h"
+
+using namespace std;
+using namespace cv;
+using namespace cv::dnn;
+
+namespace computervision
+{
+#define MPI
+
+#ifdef MPI
+	const int POSE_PAIRS[7][2] =
+	{
+		{0,1}, {1,2}, {2,3},
+		{3,4}, {1,5}, {5,6},
+		{6,7}
+	};
+
+	string protoFile = "res/pose/mpi/pose_deploy_linevec_faster_4_stages.prototxt";
+	string weightsFile = "res/pose/mpi/pose_iter_160000.caffemodel";
+
+	int nPoints = 8;
+#endif
+
+#ifdef COCO
+	const int POSE_PAIRS[17][2] =
+	{
+		{1,2}, {1,5}, {2,3},
+		{3,4}, {5,6}, {6,7},
+		{1,8}, {8,9}, {9,10},
+		{1,11}, {11,12}, {12,13},
+		{1,0}, {0,14},
+		{14,16}, {0,15}, {15,17}
+	};
+
+	string protoFile = "pose/coco/pose_deploy_linevec.prototxt";
+	string weightsFile = "pose/coco/pose_iter_440000.caffemodel";
+
+	int nPoints = 18;
+#endif
+	Net net;
+
+	void OpenPoseVideo::setup() {
+		net = readNetFromCaffe(protoFile, weightsFile);
+	}
+
+	void OpenPoseVideo::movementSkeleton(Mat inputImage) {
+
+		int inWidth = 368;
+		int inHeight = 368;
+		float thresh = 0.01;
+
+		Mat frame;
+		int frameWidth = inputImage.size().width;
+		int frameHeight = inputImage.size().height;
+
+		double t = (double)cv::getTickCount();
+
+		frame = inputImage;
+		Mat inpBlob = blobFromImage(frame, 1.0 / 255, Size(inWidth, inHeight), Scalar(0, 0, 0), false, false);
+
+		net.setInput(inpBlob);
+
+		Mat output = net.forward();
+
+		int H = output.size[2];
+		int W = output.size[3];
+
+		// find the position of the body parts
+		vector<Point> points(nPoints);
+		for (int n = 0; n < nPoints; n++)
+		{
+			// Probability map of corresponding body's part.
+			Mat probMap(H, W, CV_32F, output.ptr(0, n));
+
+			Point2f p(-1, -1);
+			Point maxLoc;
+			double prob;
+			minMaxLoc(probMap, 0, &prob, 0, &maxLoc);
+			if (prob > thresh)
+			{
+				p = maxLoc;
+				p.x *= (float)frameWidth / W;
+				p.y *= (float)frameHeight / H;
+
+				circle(frame, cv::Point((int)p.x, (int)p.y), 8, Scalar(0, 255, 255), -1);
+				cv::putText(frame, cv::format("%d", n), cv::Point((int)p.x, (int)p.y), cv::FONT_HERSHEY_COMPLEX, 1.1, cv::Scalar(0, 0, 255), 2);
+			}
+			points[n] = p;
+		}
+
+		imshow("Output-Keypoints", frame);
+
+	}
+}

src/computervision/OpenPoseVideo.h

@@ -0,0 +1,19 @@
+#pragma once
+
+#include <opencv2/dnn.hpp>
+#include <opencv2/imgproc.hpp>
+#include <opencv2/highgui.hpp>
+#include <iostream>
+
+using namespace cv;
+
+namespace computervision
+{
+	class OpenPoseVideo{
+	private:
+
+	public:
+		void movementSkeleton(Mat inputImage);
+		void setup();
+	};
+}

src/main.cpp

@@ -18,6 +18,8 @@
 #include "toolbox/toolbox.h"
 
 #include "computervision/ObjectDetection.h"
+//#include "computervision/OpenPoseImage.h"
+#include "computervision/OpenPoseVideo.h"
 
 #pragma comment(lib, "glfw3.lib")
 #pragma comment(lib, "glew32s.lib")
@@ -64,12 +66,17 @@ int main(void)
 
 	// create object detection object instance
 	computervision::ObjectDetection objDetect;
+	//computervision::OpenPoseImage openPoseImage;
+	computervision::OpenPoseVideo openPoseVideo;
 
 
 	// set up object detection
 	//objDetect.setup();
 	cv::Mat cameraFrame;
 
+
+	openPoseVideo.setup();
+
 	// Main game loop
 	while (!glfwWindowShouldClose(window))
 	{
@@ -87,8 +94,8 @@ int main(void)
 		render_engine::renderer::Render(entity, shader);
 
 		cameraFrame = objDetect.readCamera();
-		objDetect.detectHand(cameraFrame);
+		//objDetect.detectHand(cameraFrame);
-
+		openPoseVideo.movementSkeleton(cameraFrame);
 
 		// Finish up
 		shader.Stop();

wk2_fps.vcxproj

@@ -21,6 +21,7 @@
   <ItemGroup>
     <ClCompile Include="src\computervision\FaceDetector.cpp" />
     <ClCompile Include="src\computervision\ObjectDetection.cpp" />
+    <ClCompile Include="src\computervision\OpenPoseVideo.cpp" />
     <ClCompile Include="src\computervision\SkinDetector.cpp" />
     <ClCompile Include="src\computervision\FingerCount.cpp" />
     <ClCompile Include="src\computervision\BackgroundRemover.cpp" />
@@ -38,6 +39,7 @@
     <ClInclude Include="src\computervision\FaceDetector.h" />
     <ClInclude Include="src\computervision\FingerCount.h" />
     <ClInclude Include="src\computervision\BackgroundRemover.h" />
+    <ClInclude Include="src\computervision\OpenPoseVideo.h" />
     <ClInclude Include="src\computervision\SkinDetector.h" />
     <ClInclude Include="src\computervision\ObjectDetection.h" />
     <ClInclude Include="src\entities\camera.h" />

wk2_fps.vcxproj.filters

@@ -57,6 +57,9 @@
     <ClCompile Include="src\computervision\BackgroundRemover.cpp">
       <Filter>Source Files</Filter>
     </ClCompile>
+    <ClCompile Include="src\computervision\OpenPoseVideo.cpp">
+      <Filter>Source Files</Filter>
+    </ClCompile>
   </ItemGroup>
   <ItemGroup>
     <ClInclude Include="src\entities\Camera.h">
@@ -104,6 +107,9 @@
     <ClInclude Include="src\computervision\BackgroundRemover.h">
       <Filter>Header Files</Filter>
     </ClInclude>
+    <ClInclude Include="src\computervision\OpenPoseVideo.h">
+      <Filter>Header Files</Filter>
+    </ClInclude>
   </ItemGroup>
   <ItemGroup>
     <Xml Include="res\haarcascade_frontalface_alt.xml" />