{"action":"created","comment":{"url":"https://api.github.com/repos/ITLab-Vision/ITLab-Vision-deeplab/pulls/comments/46677624","id":46677624,"diff_hunk":"@@ -0,0 +1,153 @@\n+#include <algorithm>\n+#include <iostream>\n+#include <iterator>\n+#include <memory>\n+#include <string>\n+\n+#include \"exception.hpp\"\n+#include \"mat_processing.hpp\"\n+#include \"find_files.hpp\"\n+\n+#include \"opencv2/highgui/highgui.hpp\"\n+#include \"opencv2/imgproc/imgproc.hpp\"\n+\n+\n+void generateImageNames(const std::vector<std::string>& list, const std::string& stripPattern, std::vector<std::string>& out) {\n+    for (auto it = list.cbegin(), iend = list.cend(); it != iend; ++it) {\n+        size_t pos = (*it).find(stripPattern);\n+        if (pos != std::string::npos) {\n+            out.emplace_back(std::move( (*it).substr(0, pos) ));\n+        }\n+    }\n+}\n+\n+static const char commandLineDescription[] = \n+    \"{ d |       | Dataset .jpg images        }\"\n+    \"{ h | false | Show help                  }\"\n+    \"{ i |       | Input .mat files directory }\"\n+    \"{ o |       | Output .png directory      }\";\n+\n+\n+static void printHelp(std::ostream& os) {\n+    os << \"Usage:\" << std::endl\n+       << \"\\tmat_to_png -d path/to/dataset/images -i path/to/mat/results -o path/to/output/dir [-h]\";\n+}\n+\n+static const cv::Scalar pascalColors[] = {\n+    cv::Scalar(0.0, 0.0, 0.0),\n+    cv::Scalar(0.501960784313726, 0.0, 0.0),\n+    cv::Scalar(0.0,    0.501960784313726, 0.0),\n+    cv::Scalar(0.501960784313726, 0.501960784313726, 0.0), \n+    cv::Scalar(0.0, 0.0, 0.501960784313726),\n+    cv::Scalar(0.501960784313726, 0.0, 0.501960784313726),\n+    cv::Scalar(0.0, 0.501960784313726, 0.501960784313726),\n+    cv::Scalar(0.501960784313726, 0.501960784313726, 0.501960784313726),\n+    cv::Scalar(0.250980392156863, 0.0, 0.0),\n+    cv::Scalar(0.752941176470588, 0.0, 0.0),\n+    cv::Scalar(0.250980392156863, 0.501960784313726, 0.0),\n+    cv::Scalar(0.752941176470588, 0.501960784313726, 0.0),\n+    cv::Scalar(0.250980392156863, 0.0, 0.501960784313726),\n+    cv::Scalar(0.752941176470588, 0.0, 0.501960784313726),\n+    cv::Scalar(0.250980392156863, 0.50196078431372, 0.501960784313726),\n+    cv::Scalar(0.752941176470588, 0.501960784313726, 0.501960784313726),\n+    cv::Scalar(0.0, 0.250980392156863, 0.0),\n+    cv::Scalar(0.501960784313726, 0.250980392156863, 0.0),\n+    cv::Scalar(0.0, 0.752941176470588, 0.0),\n+    cv::Scalar(0.501960784313726, 0.752941176470588, 0.0),\n+    cv::Scalar(0.0, 0.250980392156863, 0.501960784313726)\n+};\n+\n+int main(int argc, char** argv) {\n+    auto parser = cv::CommandLineParser(argc, argv, commandLineDescription);\n+    const auto inputDir = parser.get<cv::String>(\"i\");\n+    const auto datasetDir = parser.get<cv::String>(\"d\");\n+    const auto outputDir = parser.get<cv::String>(\"o\");\n+    if (parser.get<bool>(\"h\") == true) {\n+        printHelp(std::cout);\n+        return 0;\n+    }\n+    if ((inputDir.empty() == true) || (datasetDir.empty() == true) || (outputDir.empty() == true)) {\n+        printHelp(std::cout);\n+        return 1;   \n+    }\n+\n+    std::vector<std::string> matFilesList;\n+    listDirectory(inputDir, \"*.mat\", true, matFilesList);\n+    \n+    std::vector<std::string> imagesList;\n+    generateImageNames(matFilesList, \"_blob_0\", imagesList);\n+\n+    const size_t netReceptiveFieldSize = 513;\n+    const size_t pascalClassCount = 21;\n+\n+    //preallocate memory for images\n+    const size_t inferenceDataSize = netReceptiveFieldSize * netReceptiveFieldSize * pascalClassCount;\n+    float* inference = new float[inferenceDataSize];\n+\n+    const size_t matBufferSize = netReceptiveFieldSize * netReceptiveFieldSize * pascalClassCount * sizeof(float);\n+    void* matBuffer = malloc(matBufferSize);\n+\n+    cv::Mat outputImage(netReceptiveFieldSize, netReceptiveFieldSize, CV_8UC3);\n+    for (size_t i = 0; i < matFilesList.size(); ++i) {\n+        if (i % 100 == 0) {\n+            std::cout << \"Processing \" << i << \" entry from \" << matFilesList.size() << \"...\" << std::endl;\n+        }\n+\n+        const auto fileName = datasetDir + \"/\" + imagesList[i] + \".jpg\";","path":"extra/apps/inference_converter/tools/mat_to_png.cpp","position":96,"original_position":96,"commit_id":"efed7f876a04e7ce2164d0110fde819b162f1555","original_commit_id":"efed7f876a04e7ce2164d0110fde819b162f1555","user":{"login":"zhiltsov-max","id":13832349,"avatar_url":"https://avatars.githubusercontent.com/u/13832349?v=3","gravatar_id":"","url":"https://api.github.com/users/zhiltsov-max","html_url":"https://github.com/zhiltsov-max","followers_url":"https://api.github.com/users/zhiltsov-max/followers","following_url":"https://api.github.com/users/zhiltsov-max/following{/other_user}","gists_url":"https://api.github.com/users/zhiltsov-max/gists{/gist_id}","starred_url":"https://api.github.com/users/zhiltsov-max/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/zhiltsov-max/subscriptions","organizations_url":"https://api.github.com/users/zhiltsov-max/orgs","repos_url":"https://api.github.com/users/zhiltsov-max/repos","events_url":"https://api.github.com/users/zhiltsov-max/events{/privacy}","received_events_url":"https://api.github.com/users/zhiltsov-max/received_events","type":"User","site_admin":false},"body":"Так неудобно.","created_at":"2015-12-04T12:38:44Z","updated_at":"2015-12-04T12:38:44Z","html_url":"https://github.com/ITLab-Vision/ITLab-Vision-deeplab/pull/12#discussion_r46677624","pull_request_url":"https://api.github.com/repos/ITLab-Vision/ITLab-Vision-deeplab/pulls/12","_links":{"self":{"href":"https://api.github.com/repos/ITLab-Vision/ITLab-Vision-deeplab/pulls/comments/46677624"},"html":{"href":"https://github.com/ITLab-Vision/ITLab-Vision-deeplab/pull/12#discussion_r46677624"},"pull_request":{"href":"https://api.github.com/repos/ITLab-Vision/ITLab-Vision-deeplab/pulls/12"}}},"pull_request":{"url":"https://api.github.com/repos/ITLab-Vision/ITLab-Vision-deeplab/pulls/12","id":52577412,"html_url":"https://github.com/ITLab-Vision/ITLab-Vision-deeplab/pull/12","diff_url":"https://github.com/ITLab-Vision/ITLab-Vision-deeplab/pull/12.diff","patch_url":"https://github.com/ITLab-Vision/ITLab-Vision-deeplab/pull/12.patch","issue_url":"https://api.github.com/repos/ITLab-Vision/ITLab-Vision-deeplab/issues/12","number":12,"state":"open","locked":false,"title":"Added: mat to png converter tool","user":{"login":"zhiltsov-max","id":13832349,"avatar_url":"https://avatars.githubusercontent.com/u/13832349?v=3","gravatar_id":"","url":"https://api.github.com/users/zhiltsov-max","html_url":"https://github.com/zhiltsov-max","followers_url":"https://api.github.com/users/zhiltsov-max/followers","following_url":"https://api.github.com/users/zhiltsov-max/following{/other_user}","gists_url":"https://api.github.com/users/zhiltsov-max/gists{/gist_id}","starred_url":"https://api.github.com/users/zhiltsov-max/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/zhiltsov-max/subscriptions","organizations_url":"https://api.github.com/users/zhiltsov-max/orgs","repos_url":"https://api.github.com/users/zhiltsov-max/repos","events_url":"https://api.github.com/users/zhiltsov-max/events{/privacy}","received_events_url":"https://api.github.com/users/zhiltsov-max/received_events","type":"User","site_admin":false},"body":"Подходит для создания видео, но не умеет записывать colormap в файл, так что с оценкой результатов пока никак.\r\n\r\nПо colormap:\r\nhttps://joekuan.wordpress.com/2009/05/26/how-to-create-8-bit-colormap-png-image-for-usplash/\r\nhttp://www.libpng.org/pub/png/book/chapter08.html","created_at":"2015-12-03T19:06:44Z","updated_at":"2015-12-04T12:38:44Z","closed_at":null,"merged_at":null,"merge_commit_sha":"e25ea9296633cf3e1c6875519bbaa85cdba9a4bf","assignee":null,"milestone":null,"commits_url":"https://api.github.com/repos/ITLab-Vision/ITLab-Vision-deeplab/pulls/12/commits","review_comments_url":"https://api.github.com/repos/ITLab-Vision/ITLab-Vision-deeplab/pulls/12/comments","review_comment_url":"https://api.github.com/repos/ITLab-Vision/ITLab-Vision-deeplab/pulls/comments{/number}","comments_url":"https://api.github.com/repos/ITLab-Vision/ITLab-Vision-deeplab/issues/12/comments","statuses_url":"https://api.github.com/repos/ITLab-Vision/ITLab-Vision-deeplab/statuses/efed7f876a04e7ce2164d0110fde819b162f1555","head":{"label":"ITLab-Vision:converters","ref":"converters","sha":"efed7f876a04e7ce2164d0110fde819b162f1555","user":{"login":"ITLab-Vision","id":9713705,"avatar_url":"https://avatars.githubusercontent.com/u/9713705?v=3","gravatar_id":"","url":"https://api.github.com/users/ITLab-Vision","html_url":"https://github.com/ITLab-Vision","followers_url":"https://api.github.com/users/ITLab-Vision/followers","following_url":"https://api.github.com/users/ITLab-Vision/following{/other_user}","gists_url":"https://api.github.com/users/ITLab-Vision/gists{/gist_id}","starred_url":"https://api.github.com/users/ITLab-Vision/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/ITLab-Vision/subscriptions","organizations_url":"https://api.github.com/users/ITLab-Vision/orgs","repos_url":"https://api.github.com/users/ITLab-Vision/repos","events_url":"https://api.github.com/users/ITLab-Vision/events{/privacy}","received_events_url":"https://api.github.com/users/ITLab-Vision/received_events","type":"Organization","site_admin":false},"repo":{"id":45383301,"name":"ITLab-Vision-deeplab","full_name":"ITLab-Vision/ITLab-Vision-deeplab","owner":{"login":"ITLab-Vision","id":9713705,"avatar_url":"https://avatars.githubusercontent.com/u/9713705?v=3","gravatar_id":"","url":"https://api.github.com/users/ITLab-Vision","html_url":"https://github.com/ITLab-Vision","followers_url":"https://api.github.com/users/ITLab-Vision/followers","following_url":"https://api.github.com/users/ITLab-Vision/following{/other_user}","gists_url":"https://api.github.com/users/ITLab-Vision/gists{/gist_id}","starred_url":"https://api.github.com/users/ITLab-Vision/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/ITLab-Vision/subscriptions","organizations_url":"https://api.github.com/users/ITLab-Vision/orgs","repos_url":"https://api.github.com/users/ITLab-Vision/repos","events_url":"https://api.github.com/users/ITLab-Vision/events{/privacy}","received_events_url":"https://api.github.com/users/ITLab-Vision/received_events","type":"Organization","site_admin":false},"private":false,"html_url":"https://github.com/ITLab-Vision/ITLab-Vision-deeplab","description":"Working 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