/***************************************************************************************************** USAGE: ./opencv_annotation -images -annotations Created by: Puttemans Steven *****************************************************************************************************/ #include #include #include #include #include #include #include using namespace std; using namespace cv; // Function prototypes void on_mouse(int, int, int, int, void*); string int2string(int); void get_annotations(Mat, stringstream*); // Public parameters Mat image; int roi_x0 = 0, roi_y0 = 0, roi_x1 = 0, roi_y1 = 0, num_of_rec = 0; bool start_draw = false; // Window name for visualisation purposes const string window_name="OpenCV Based Annotation Tool"; // FUNCTION : Mouse response for selecting objects in images // If left button is clicked, start drawing a rectangle as long as mouse moves // Stop drawing once a new left click is detected by the on_mouse function void on_mouse(int event, int x, int y, int , void * ) { // Action when left button is clicked if(event == EVENT_LBUTTONDOWN) { if(!start_draw) { roi_x0 = x; roi_y0 = y; start_draw = true; } else { roi_x1 = x; roi_y1 = y; start_draw = false; } } // Action when mouse is moving if((event == EVENT_MOUSEMOVE) && start_draw) { // Redraw bounding box for annotation Mat current_view; image.copyTo(current_view); rectangle(current_view, Point(roi_x0,roi_y0), Point(x,y), Scalar(0,0,255)); imshow(window_name, current_view); } } // FUNCTION : snippet to convert an integer value to a string using a clean function // instead of creating a stringstream each time inside the main code string int2string(int num) { stringstream temp_stream; temp_stream << num; return temp_stream.str(); } // FUNCTION : given an image containing positive object instances, add all the object // annotations to a known stringstream void get_annotations(Mat input_image, stringstream* output_stream) { // Make it possible to exit the annotation bool stop = false; // Reset the num_of_rec element at each iteration // Make sure the global image is set to the current image num_of_rec = 0; image = input_image; // Init window interface and couple mouse actions namedWindow(window_name, WINDOW_AUTOSIZE); setMouseCallback(window_name, on_mouse); imshow(window_name, image); stringstream temp_stream; int key_pressed = 0; do { // Keys for processing // You need to select one for confirming a selection and one to continue to the next image // Based on the universal ASCII code of the keystroke: http://www.asciitable.com/ // c = 99 add rectangle to current image // n = 110 save added rectangles and show next image // = 27 exit program key_pressed = 0xFF & waitKey(0); switch( key_pressed ) { case 27: destroyWindow(window_name); stop = true; case 99: // Add a rectangle to the list num_of_rec++; // Draw initiated from top left corner if(roi_x0roi_x1 && roi_y0>roi_y1) { temp_stream << " " << int2string(roi_x1) << " " << int2string(roi_y1) << " " << int2string(roi_x0-roi_x1) << " " << int2string(roi_y0-roi_y1); } // Draw initiated from top right corner if(roi_x0>roi_x1 && roi_y0roi_y1) { temp_stream << " " << int2string(roi_x0) << " " << int2string(roi_y1) << " " << int2string(roi_x1-roi_x0) << " " << int2string(roi_y0-roi_y1); } rectangle(input_image, Point(roi_x0,roi_y0), Point(roi_x1,roi_y1), Scalar(0,255,0), 1); break; } // Check if escape has been pressed if(stop) { break; } } // Continue as long as the next image key has not been pressed while(key_pressed != 110); // If there are annotations AND the next image key is pressed // Write the image annotations to the file if(num_of_rec>0 && key_pressed==110) { *output_stream << " " << num_of_rec << temp_stream.str() << endl; } // Close down the window destroyWindow(window_name); } int main( int argc, const char** argv ) { // If no arguments are given, then supply some information on how this tool works if( argc == 1 ){ cout << "Usage: " << argv[0] << endl; cout << " -images [example - /data/testimages/]" << endl; cout << " -annotations [example - /data/annotations.txt]" << endl; return -1; } // Read in the input arguments string image_folder; string annotations; for(int i = 1; i < argc; ++i ) { if( !strcmp( argv[i], "-images" ) ) { image_folder = argv[++i]; } else if( !strcmp( argv[i], "-annotations" ) ) { annotations = argv[++i]; } } // Create the outputfilestream ofstream output(annotations.c_str()); // Return the image filenames inside the image folder vector filenames; String folder(image_folder); glob(folder, filenames); // Loop through each image stored in the images folder // Create and temporarily store the annotations // At the end write everything to the annotations file for (size_t i = 0; i < filenames.size(); i++){ // Read in an image Mat current_image = imread(filenames[i]); // Perform annotations & generate corresponding output stringstream output_stream; get_annotations(current_image, &output_stream); // Store the annotations, write to the output file if (output_stream.str() != ""){ output << filenames[i] << output_stream.str(); } } return 0; }