[EDIT] stuff

src/computervision/MenuTest.cpp

@@ -1,25 +0,0 @@
-#include "MenuTest.h"
-#include <iostream>
-
-namespace computervision 
-{
-	int menu_item_array[4] = { 1, 2, 3, 4 };
-	float item_number = 0;
-
-	MenuTest::MenuTest(void) {
-		
-	}
-
-	int MenuTest::GetMenuItem(bool hand_state) {
-		item_number += 0.20f;
-
-		
-		int temp_item_number = item_number;
-		//If temp_item_number is equal to the size of the array, set item_number bac to zero to loop through the array again
-		if (temp_item_number == sizeof(menu_item_array) / sizeof(menu_item_array[0])) {
-			item_number = 0;
-		}
-
-		return menu_item_array[temp_item_number];
-	}
-}

src/computervision/MenuTest.h

@@ -1,18 +0,0 @@
-
-namespace computervision
-{
-	class MenuTest {
-	public:
-		/**
-		 * @brief Constructor for the class MenuTest, loads in array with menu items
-		 *
-		 */
-		MenuTest(void);
-		/**
-		 * @brief Returns the itemnumber in an array 
-		 * 
-		 * @param input_bool is either true or false, depending on the recognized hand gesture
-		 */
-		int GetMenuItem(bool input_bool);
-	};
-}

src/computervision/ObjectDetection.cpp

@@ -8,10 +8,10 @@
 #include "SkinDetector.h"
 #include "FaceDetector.h"
 #include "FingerCount.h"
+#include "async/StaticCameraInstance.h"
 
 namespace computervision
 {
-	cv::VideoCapture cap(0);
 
 	cv::Mat img, imgGray, img2, img2Gray, img3, img4;
 
@@ -24,6 +24,8 @@ namespace computervision
 	FaceDetector faceDetector;
 	FingerCount fingerCount;
 
+	cv::VideoCapture cap = static_camera::getCap();
+
 	ObjectDetection::ObjectDetection()
 	{
 	}
@@ -33,6 +35,11 @@ namespace computervision
 		return img;
 	}
 
+	cv::VideoCapture ObjectDetection::getCap()
+	{
+		return cap;
+	}
+
 	bool ObjectDetection::detectHand(Mat cameraFrame)
 	{
 		Mat inputFrame = generateHandMaskSquare(cameraFrame);

src/computervision/ObjectDetection.h

@@ -65,6 +65,9 @@ namespace computervision
 		 */
 		bool drawHandMaskRect(cv::Mat *input);
 
+
+		cv::VideoCapture getCap();
+
 	};
 
 

src/computervision/OpenPoseVideo.cpp

@@ -0,0 +1,108 @@
+#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);
+
+		net.setPreferableBackend(DNN_TARGET_CPU);
+	}
+
+	void OpenPoseVideo::movementSkeleton(Mat& inputImage, std::function<void(std::vector<Point>&, cv::Mat& poinst_on_image)> f) {
+		std::cout << "movement skeleton start" << std::endl;
+
+		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();
+		std::cout << "reading input image and blob" << std::endl;
+
+		frame = inputImage;
+		Mat inpBlob = blobFromImage(frame, 1.0 / 255, Size(inWidth, inHeight), Scalar(0, 0, 0), false, false);
+
+		std::cout << "done reading image and blob" << std::endl;
+
+		net.setInput(inpBlob);
+
+		std::cout << "done setting input to net" << std::endl;
+		Mat output = net.forward();
+		std::cout << "time took to set input and forward: " << t << std::endl;
+
+		int H = output.size[2];
+		int W = output.size[3];
+
+		std::cout << "about to find position of boxy parts" << std::endl;
+		// 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;
+		}
+
+		cv::putText(frame, cv::format("time taken = %.2f sec", t), cv::Point(50, 50), cv::FONT_HERSHEY_COMPLEX, .8, cv::Scalar(255, 50, 0), 2);
+		std::cout << "time taken: " << t << std::endl;
+		//imshow("Output-Keypoints", frame);
+		//imshow("Output-Skeleton", frame);
+		std::cout << "about to call points receiving method" << std::endl;
+		f(points,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, std::function<void(std::vector<Point>&, cv::Mat& poinst_on_image)> f);
+		void setup();
+	};
+}

src/computervision/async/StaticCameraInstance.h

@@ -0,0 +1,12 @@
+#pragma once
+#include <opencv2/videoio.hpp>
+
+namespace static_camera
+{
+
+	static cv::VideoCapture getCap()
+	{
+		static cv::VideoCapture cap(0);
+		return cap;
+	}
+};

src/computervision/async/async_arm_detection.cpp

@@ -0,0 +1,46 @@
+#include <iostream>
+#include "async_arm_detection.h"
+#include "../OpenPoseVideo.h"
+#include <thread>
+#include "StaticCameraInstance.h"
+
+
+namespace computervision
+{
+	AsyncArmDetection::AsyncArmDetection()
+	{
+
+	}
+
+	void AsyncArmDetection::run_arm_detection(std::function<void(std::vector<Point>, cv::Mat poinst_on_image)> points_ready_func, OpenPoseVideo op)
+	{
+		VideoCapture cap = static_camera::getCap();
+		
+		std::cout << "STARTING THREAD LAMBDA" << std::endl;
+		/*cv::VideoCapture cap = static_camera::getCap();*/
+
+		if (!cap.isOpened())
+		{
+			std::cout << "capture was closed, opening..." << std::endl;
+			cap.open(0);
+		}
+
+		while (true)
+		{
+			Mat img;
+			cap.read(img);
+			op.movementSkeleton(img, points_ready_func);
+		}
+	}
+
+	void AsyncArmDetection::start(std::function<void(std::vector<Point>, cv::Mat poinst_on_image)> points_ready_func, OpenPoseVideo op)
+	{
+
+		std::cout << "starting function" << std::endl;
+
+
+		std::thread async_arm_detect_thread(&AsyncArmDetection::run_arm_detection,this, points_ready_func, op);
+
+		async_arm_detect_thread.detach(); // makes sure the thread is detached from the variable.
+	}
+}

src/computervision/async/async_arm_detection.h

@@ -0,0 +1,23 @@
+#pragma once
+#include <vector>
+#include <opencv2/core/types.hpp>
+#include <opencv2/videoio.hpp>
+#include <functional>
+#include "../OpenPoseVideo.h"
+#include "StaticCameraInstance.h"
+
+
+namespace computervision
+{
+	class AsyncArmDetection
+	{
+	public:
+		AsyncArmDetection(void);
+
+		
+		void start(std::function<void(std::vector<cv::Point>, cv::Mat poinst_on_image)>, computervision::OpenPoseVideo op);
+	private:
+		void run_arm_detection(std::function<void(std::vector<Point>, cv::Mat poinst_on_image)> points_ready_func, OpenPoseVideo op);
+	};
+
+}

src/main.cpp

@@ -1,12 +1,12 @@
 #include <GL/glew.h>
 #include <GLFW/glfw3.h>
 #include <glm/gtc/matrix_transform.hpp>
+#include <functional>
+#include <vector>
 #define STB_IMAGE_IMPLEMENTATION
 #include "stb_image.h"
 #include <ostream>
 #include <stdlib.h>
-#include <iostream>
-#include <Windows.h>
 
 #include <opencv2/core.hpp>
 #include <opencv2/videoio.hpp>
@@ -19,8 +19,11 @@
 #include "shaders/static_shader.h"
 #include "toolbox/toolbox.h"
 
-#include "computervision/MenuTest.h"
 #include "computervision/ObjectDetection.h"
+//#include "computervision/OpenPoseImage.h"
+#include "computervision/OpenPoseVideo.h"
+
+#include "computervision/async/async_arm_detection.h"
 
 #pragma comment(lib, "glfw3.lib")
 #pragma comment(lib, "glew32s.lib")
@@ -29,7 +32,17 @@
 static double UpdateDelta();
 
 static GLFWwindow* window;
-int chosen_item = 0;
+bool points_img_available = false;
+cv::Mat points_img;
+
+void retrieve_points(std::vector<Point> arm_points, cv::Mat points_on_image)
+{
+
+	std::cout << "got points!!" << std::endl;
+	std::cout << "points: " << arm_points << std::endl;
+	points_img = points_on_image;
+	points_img_available = true;
+}
 
 int main(void)
 {
@@ -67,11 +80,24 @@ int main(void)
 
 	// create object detection object instance
 	computervision::ObjectDetection objDetect;
+	//computervision::OpenPoseImage openPoseImage;
+	computervision::OpenPoseVideo openPoseVideo;
+	openPoseVideo.setup();
 
 
 	// set up object detection
 	//objDetect.setup();
-	cv::Mat cameraFrame;
+	//cv::VideoCapture cam = objDetect.getCap();
+	cv::Mat img;
+	cv::VideoCapture cap = objDetect.getCap();
+	//cam.read(img);
+	//imshow("camera in main loop", img);
+
+
+	computervision::AsyncArmDetection as;
+
+	as.start(retrieve_points,openPoseVideo);
+	
 
 	// Main game loop
 	while (!glfwWindowShouldClose(window))
@@ -89,55 +115,12 @@ int main(void)
 
 		render_engine::renderer::Render(entity, shader);
 
-		cameraFrame = objDetect.readCamera();
-
-		////////////////////////// KIMS SHIT ////////////////////////////////////
-		computervision::MenuTest menu_test;
-
-		//Get hand state from camera
-		bool hand_detection = objDetect.detectHand(cameraFrame);
-		
-		if (hand_detection) 
+		//objDetect.detectHand(cameraFrame);
+		if (points_img_available)
 		{
-			std::cout << "hand is opened" << std::endl;
-			
-			//Loop through menu items
-			chosen_item = menu_test.GetMenuItem(true);
-
-			//For debug only, to see if chosen item is selected properly when hand is opened
-			std::cout << "chosen item: " << chosen_item << std::endl;
-			
+			imshow("points", points_img);
+			points_img_available = false;
 		}
-		else if (!hand_detection) 
-		{
-			//for debug only, to see if the chosen item is selected properly when hand is closed
-			std::cout << "hand is closed" << std::endl;
-			//std::cout << "item to start: " << chosen_item << std::endl;
-
-			//TODO link chosen item to the correct game states
-			switch (chosen_item)
-			{
-				case 1:
-					//Game state 0
-					std::cout << "in case: " << chosen_item << std::endl;
-					break;
-				case 2:
-					//Game state 1
-					std::cout << "in case: " << chosen_item << std::endl;
-					break;
-				case 3:
-					//Game state 2
-					std::cout << "in case: " << chosen_item << std::endl;
-					break;
-				case 4:
-					//Game state 3
-					std::cout << "in case: " << chosen_item << std::endl;
-				default:
-				break;
-			}
-		}
-
-		///////////////////////// END OF KIMS SHIT ///////////////////////////////
 
 		// Finish up
 		shader.Stop();

wk2_fps.vcxproj

@@ -19,9 +19,10 @@
     </ProjectConfiguration>
   </ItemGroup>
   <ItemGroup>
+    <ClCompile Include="src\computervision\async\async_arm_detection.cpp" />
     <ClCompile Include="src\computervision\FaceDetector.cpp" />
-    <ClCompile Include="src\computervision\MenuTest.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" />
@@ -36,10 +37,12 @@
     <ClCompile Include="src\toolbox\toolbox.cpp" />
   </ItemGroup>
   <ItemGroup>
+    <ClInclude Include="src\computervision\async\async_arm_detection.h" />
+    <ClInclude Include="src\computervision\async\StaticCameraInstance.h" />
     <ClInclude Include="src\computervision\FaceDetector.h" />
     <ClInclude Include="src\computervision\FingerCount.h" />
     <ClInclude Include="src\computervision\BackgroundRemover.h" />
-    <ClInclude Include="src\computervision\MenuTest.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" />
@@ -56,6 +59,12 @@
   <ItemGroup>
     <Xml Include="res\haarcascade_frontalface_alt.xml" />
   </ItemGroup>
+  <ItemGroup>
+    <None Include="..\..\Avans Hogeschool\Kim Veldhoen - Proftaak 2.4\pose_iter_160000.caffemodel" />
+    <None Include="res\pose\coco\pose_deploy_linevec.prototxt" />
+    <None Include="res\pose\mpi\pose_deploy_linevec_faster_4_stages.prototxt" />
+    <None Include="res\pose\mpi\pose_iter_160000.caffemodel" />
+  </ItemGroup>
   <PropertyGroup Label="Globals">
     <VCProjectVersion>16.0</VCProjectVersion>
     <ProjectGuid>{A7ECF1BE-DB22-4BF7-BFF6-E3BF72691EE6}</ProjectGuid>
@@ -122,8 +131,8 @@
   </PropertyGroup>
   <PropertyGroup Condition="'$(Configuration)|$(Platform)'=='Release|x64'">
     <LinkIncremental>false</LinkIncremental>
-    <IncludePath>$(VC_IncludePath);$(WindowsSDK_IncludePath);;C:\opencv\opencv\build\include</IncludePath>
-    <LibraryPath>$(VC_LibraryPath_x64);$(WindowsSDK_LibraryPath_x64);C:\opencv\opencv\build\x64\vc15\lib</LibraryPath>
+    <IncludePath>C:\opencv\build\include\;$(VC_IncludePath);$(WindowsSDK_IncludePath);C:\opencv\opencv\build\include</IncludePath>
+    <LibraryPath>C:\opencv\build\x64\vc15\lib;$(VC_LibraryPath_x64);$(WindowsSDK_LibraryPath_x64);C:\opencv\opencv\build\x64\vc15\lib</LibraryPath>
   </PropertyGroup>
   <ItemDefinitionGroup Condition="'$(Configuration)|$(Platform)'=='Debug|Win32'">
     <ClCompile>
@@ -196,7 +205,7 @@
       <OptimizeReferences>true</OptimizeReferences>
       <GenerateDebugInformation>true</GenerateDebugInformation>
       <AdditionalLibraryDirectories>$(SolutionDir)lib\glfw-3.3.2\$(Platform);$(SolutionDir)lib\glew-2.1.0\lib\Release\$(Platform);%(AdditionalLibraryDirectories)</AdditionalLibraryDirectories>
-      <AdditionalDependencies>kernel32.lib;user32.lib;gdi32.lib;winspool.lib;comdlg32.lib;advapi32.lib;shell32.lib;ole32.lib;oleaut32.lib;uuid.lib;odbc32.lib;odbccp32.lib;%(AdditionalDependencies); opencv_world452.lib</AdditionalDependencies>
+      <AdditionalDependencies>opencv_world452.lib;kernel32.lib;user32.lib;gdi32.lib;winspool.lib;comdlg32.lib;advapi32.lib;shell32.lib;ole32.lib;oleaut32.lib;uuid.lib;odbc32.lib;odbccp32.lib;%(AdditionalDependencies)</AdditionalDependencies>
     </Link>
   </ItemDefinitionGroup>
   <Import Project="$(VCTargetsPath)\Microsoft.Cpp.targets" />

wk2_fps.vcxproj.filters

@@ -57,7 +57,10 @@
     <ClCompile Include="src\computervision\BackgroundRemover.cpp">
       <Filter>Source Files</Filter>
     </ClCompile>
-    <ClCompile Include="src\computervision\MenuTest.cpp">
+    <ClCompile Include="src\computervision\OpenPoseVideo.cpp">
+      <Filter>Source Files</Filter>
+    </ClCompile>
+    <ClCompile Include="src\computervision\async\async_arm_detection.cpp">
       <Filter>Source Files</Filter>
     </ClCompile>
   </ItemGroup>
@@ -107,11 +110,23 @@
     <ClInclude Include="src\computervision\BackgroundRemover.h">
       <Filter>Header Files</Filter>
     </ClInclude>
-    <ClInclude Include="src\computervision\MenuTest.h">
+    <ClInclude Include="src\computervision\OpenPoseVideo.h">
+      <Filter>Header Files</Filter>
+    </ClInclude>
+    <ClInclude Include="src\computervision\async\async_arm_detection.h">
+      <Filter>Header Files</Filter>
+    </ClInclude>
+    <ClInclude Include="src\computervision\async\StaticCameraInstance.h">
       <Filter>Header Files</Filter>
     </ClInclude>
   </ItemGroup>
   <ItemGroup>
     <Xml Include="res\haarcascade_frontalface_alt.xml" />
   </ItemGroup>
+  <ItemGroup>
+    <None Include="res\pose\coco\pose_deploy_linevec.prototxt" />
+    <None Include="res\pose\mpi\pose_deploy_linevec_faster_4_stages.prototxt" />
+    <None Include="res\pose\mpi\pose_iter_160000.caffemodel" />
+    <None Include="..\..\Avans Hogeschool\Kim Veldhoen - Proftaak 2.4\pose_iter_160000.caffemodel" />
+  </ItemGroup>
 </Project>