//////////////////////////////////////////////////////////////////////////////////////// // // IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING. // // By downloading, copying, installing or using the software you agree to this license. // If you do not agree to this license, do not download, install, // copy or use the software. // // // License Agreement // For Open Source Computer Vision Library // // Copyright (C) 2000-2008, Intel Corporation, all rights reserved. // Copyright (C) 2009, Willow Garage Inc., all rights reserved. // Copyright (C) 2013, OpenCV Foundation, all rights reserved. // Third party copyrights are property of their respective owners. // // Redistribution and use in source and binary forms, with or without modification, // are permitted provided that the following conditions are met: // // * Redistribution's of source code must retain the above copyright notice, // this list of conditions and the following disclaimer. // // * Redistribution's in binary form must reproduce the above copyright notice, // this list of conditions and the following disclaimer in the documentation // and/or other materials provided with the distribution. // // * The name of the copyright holders may not be used to endorse or promote products // derived from this software without specific prior written permission. // // This software is provided by the copyright holders and contributors "as is" and // any express or implied warranties, including, but not limited to, the implied // warranties of merchantability and fitness for a particular purpose are disclaimed. // In no event shall the Intel Corporation or contributors be liable for any direct, // indirect, incidental, special, exemplary, or consequential damages // (including, but not limited to, procurement of substitute goods or services; // loss of use, data, or profits; or business interruption) however caused // and on any theory of liability, whether in contract, strict liability, // or tort (including negligence or otherwise) arising in any way out of // the use of this software, even if advised of the possibility of such damage. // //////////////////////////////////////////////////////////////////////////////////////// /***************************************************************************************************** USAGE: ./opencv_annotation -images -annotations Created by: Puttemans Steven - February 2015 *****************************************************************************************************/ #include #include #include #include #include #if defined(_WIN32) #include #else #include #endif 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 == CV_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 == CV_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]; } } // Check if the folder actually exists // If -1 is returned then the folder actually exists, and thus you can continue // In all other cases there was a folder creation and thus the folder did not exist #if defined(_WIN32) if(_mkdir(image_folder.c_str()) != -1){ // Generate an error message cerr << "The image folder given does not exist. Please check again!" << endl; // Remove the created folder again, to ensure a second run with same code fails again _rmdir(image_folder.c_str()); return 0; } #else if(mkdir(image_folder.c_str(), 0777) != -1){ // Generate an error message cerr << "The image folder given does not exist. Please check again!" << endl; // Remove the created folder again, to ensure a second run with same code fails again remove(image_folder.c_str()); return 0; } #endif // Create the outputfilestream ofstream output(annotations.c_str()); if ( !output.is_open() ){ cerr << "The path for the output file contains an error and could not be opened. Please check again!" << endl; return 0; } // 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]); // Check if the image is actually read - avoid other files in the folder, because glob() takes them all // If not then simply skip this iteration if(current_image.empty()){ continue; } // 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; }