{"id":12125,"date":"2023-02-24T08:21:29","date_gmt":"2023-02-23T23:21:29","guid":{"rendered":"https:\/\/www.tetsumag.com\/?p=12125"},"modified":"2026-08-01T13:46:33","modified_gmt":"2026-08-01T04:46:33","slug":"312","status":"publish","type":"post","link":"https:\/\/tetsumag.com\/blog\/2023\/02\/24\/312\/","title":{"rendered":"\u3010\u7269\u4f53\u691c\u77e5\u3011xml\u30d5\u30a1\u30a4\u30eb\u3092txt\u30d5\u30a1\u30a4\u30eb\u306b\u5909\u63db\u3059\u308b\u3010\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u3011"},"content":{"rendered":"\n<p>YOLO\u3092\u4f7f\u3063\u3066\u7269\u4f53\u691c\u77e5\u306eAI\u306e\u7cbe\u5ea6\u3092\u5411\u4e0a\u3055\u305b\u308b\u306b\u306f\u753b\u50cf\u30c7\u30fc\u30bf\u3068\u753b\u50cf\u30c7\u30fc\u30bf\u306b\u4ed8\u968f\u3057\u305f\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u30c7\u30fc\u30bf\u3092\u7528\u610f\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>YOLO\u306e\u5834\u5408\u3001\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u30c7\u30fc\u30bf\u306fxml\u30d5\u30a1\u30a4\u30eb\u3067\u306f\u306a\u304ftxt\u30d5\u30a1\u30a4\u30eb\u3067\u3042\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>xml\u30d5\u30a1\u30a4\u30eb\u5f62\u5f0f\u306e\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u30c7\u30fc\u30bf\u306f\u6301\u3063\u3066\u3044\u308b\u3051\u308c\u3069\u3082\u3001\u3053\u308c\u3092txt\u30d5\u30a1\u30a4\u30eb\u5f62\u5f0f\u306b\u3059\u308b\u306b\u306f\u3069\u3046\u3059\u308c\u3070\u826f\u3044\u304b\u308f\u304b\u3089\u306a\u3044\u65b9\u3082\u591a\u3044\u306e\u3067\u306f\u306a\u3044\u3067\u3057\u3087\u3046\u304b\u3002<\/p>\n<p>\u3053\u306e\u8a18\u4e8b\u3067\u306fxml\u30d5\u30a1\u30a4\u30eb\u3092txt\u30d5\u30a1\u30a4\u30eb\u306b\u5909\u63db\u3059\u308b\u65b9\u6cd5\u306b\u3064\u3044\u3066\u7d39\u4ecb\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n<div 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srcset=\"https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2023\/02\/202302231832-1024x576.jpg 1024w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2023\/02\/202302231832-768x432.jpg 768w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2023\/02\/202302231832-1536x864.jpg 1536w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2023\/02\/202302231832-1320x743.jpg 1320w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2023\/02\/202302231832-600x338.jpg 600w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2023\/02\/202302231832.jpg 1920w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/p>\n<p>YOLO\u3092\u4f7f\u3063\u3066\u7269\u4f53\u691c\u77e5\u3092\u3059\u308b\u969b\u306f\u3001xml\u5f62\u5f0f\u3067\u306f\u306a\u304ftxt\u5f62\u5f0f\u3067\u30c7\u30fc\u30bf\u3092\u7528\u610f\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u3057\u304b\u3057\u3001\u3059\u3067\u306b\u7528\u610f\u3057\u3066\u3042\u3063\u305f\u30c7\u30fc\u30bf\u306e\u5f62\u5f0f\u304cPascalVOC\u5f62\u5f0f\u3067xml\u30d5\u30a1\u30a4\u30eb\u3060\u3063\u305f\u3068\u3044\u3046\u3053\u3068\u3082\u3042\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n<p>\u305d\u306e\u5834\u5408\u306fxml\u30d5\u30a1\u30a4\u30eb\u3092txt\u30d5\u30a1\u30a4\u30eb\u306b\u5909\u63db\u3057\u306a\u3051\u308c\u3070\u306a\u308a\u307e\u305b\u3093\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"xml%E3%83%95%E3%82%A1%E3%82%A4%E3%83%AB%E3%82%92txt%E3%83%95%E3%82%A1%E3%82%A4%E3%83%AB%E3%81%AB%E5%A4%89%E6%8F%9B%E3%81%99%E3%82%8B\"><\/span>xml\u30d5\u30a1\u30a4\u30eb\u3092txt\u30d5\u30a1\u30a4\u30eb\u306b\u5909\u63db\u3059\u308b<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>xml\u30d5\u30a1\u30a4\u30eb\u3092txt\u30d5\u30a1\u30a4\u30eb\u306b\u5909\u63db\u3059\u308b\u65b9\u6cd5\u3092\u898b\u3066\u3044\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n<p>\u4ee5\u4e0b\u306e\u30b3\u30fc\u30c9\u3092\u53c2\u8003\u306b\u3055\u305b\u3066\u3044\u305f\u3060\u304d\u307e\u3057\u305f\u3002<\/p>\n<p><a href=\"https:\/\/github.com\/rihib\/convert-pascal-voc-xml-to-yolo\" target=\"_blank\" rel=\"noopener\">Convert Pascal VOC XML Annotation files to YOLO format text files<\/a><\/p>\n<h3><span class=\"ez-toc-section\" id=\"Google_Drive%E3%81%AB%E7%94%BB%E5%83%8F%E3%80%81xml%E3%83%95%E3%82%A1%E3%82%A4%E3%83%AB%E3%82%92%E7%94%A8%E6%84%8F%E3%81%99%E3%82%8B\"><\/span>Google Drive\u306b\u753b\u50cf\u3001xml\u30d5\u30a1\u30a4\u30eb\u3092\u7528\u610f\u3059\u308b<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u4ee5\u4e0b\u304cxml\u30d5\u30a1\u30a4\u30eb\u3092txt\u30d5\u30a1\u30a4\u30eb\u306b\u5909\u63db\u3059\u308b\u30b3\u30fc\u30c9\u3067\u3059\u3002<\/p>\n<p>\u6307\u5b9a\u3059\u308bGoogle Drive\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u306f\u3059\u3079\u3066\u540c\u3058\u3082\u306e\u3067\u554f\u984c\u306a\u3044\u3067\u3059\u3002<\/p>\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"python\" title=\"\">############    Please edit this section only.#######################################################################################################\r\n\r\n#  The paths must end with '\/'.      \r\nabsolutepath_of_directory_with_xmlfiles = '\/content\/drive\/MyDrive\/tekkin\/'  #\u3000It is okay to have a mix of xml files and images in the same directory.\r\nabsolutepath_of_directory_with_imgfiles = '\/content\/drive\/MyDrive\/tekkin\/'\r\nabsolutepath_of_directory_with_yolofiles = '\/content\/drive\/MyDrive\/tekkin\/'  # Yolo files will be created under this directory.\r\nabsolutepath_of_directory_with_classes_txt = '\/content\/drive\/MyDrive\/tekkin\/'  # You do not need to create classes.txt. classes.txt will be generated automatically.\r\nabsolutepath_of_directory_with_error_txt = '\/content\/drive\/MyDrive\/tekkin\/'  # The file names of files that do not have a paired xml or image file will be written to a text file under this directory.\r\n\r\n#####################################################################################################################################################\r\n\r\nimport os\r\nimport cv2\r\nfrom lxml import etree\r\nfrom xml.etree import ElementTree\r\nfrom glob import glob\r\n\r\n\r\nclass GetDataFromXMLfile:\r\n    def __init__(self, xmlfile_path):\r\n        self.xmlfile_path = xmlfile_path\r\n        self.xmlfile_datalists_list = []\r\n\r\n    def get_datalists_list(self):\r\n        self.parse_xmlfile()\r\n        return self.xmlfile_datalists_list\r\n\r\n    def parse_xmlfile(self):\r\n        lxml_parser = etree.XMLParser(encoding='utf-8')\r\n        xmltree = ElementTree.parse(self.xmlfile_path, parser=lxml_parser).getroot()\r\n\r\n        for object in xmltree.findall('object'):\r\n            xmlfile_datalist = []\r\n            class_name = object.find('name').text\r\n            xmlfile_datalist.append(class_name)\r\n            bndbox = object.find(\"bndbox\")\r\n            xmlfile_datalist.append(bndbox)\r\n            self.xmlfile_datalists_list.append(xmlfile_datalist)\r\n\r\n        img_filename = xmltree.find('filename').text\r\n        \r\n        self.add_data_to_datalist(img_filename)\r\n    \r\n    def add_data_to_datalist(self, img_filename):\r\n        for xmlfile_datalist in self.xmlfile_datalists_list:\r\n            xmin = float(xmlfile_datalist[1].find('xmin').text)\r\n            ymin = float(xmlfile_datalist[1].find('ymin').text)\r\n            xmax = float(xmlfile_datalist[1].find('xmax').text)\r\n            ymax = float(xmlfile_datalist[1].find('ymax').text)\r\n            bndbox_coordinates_list = [(xmin, ymin), (xmax, ymin), (xmax, ymax), (xmin, ymax)]\r\n            xmlfile_datalist[1] = bndbox_coordinates_list\r\n        self.xmlfile_datalists_list.append(img_filename)\r\n        self.xmlfile_datalists_list.append(self.xmlfile_path)\r\n\r\n\r\nclass CreateYOLOfile:\r\n    def __init__(self, xmlfile_datalists_list, classes_list):\r\n        self.xmlfile_datalists_list = xmlfile_datalists_list\r\n        self.xmlfile_path = self.xmlfile_datalists_list.pop()\r\n        self.img_filename = self.xmlfile_datalists_list.pop()\r\n        self.yolofile_path = absolutepath_of_directory_with_yolofiles + os.path.basename(self.xmlfile_path).split('.', 1)[0] + '.txt'\r\n        self.classes_list = classes_list\r\n        try:\r\n            (self.img_height, self.img_width, _) = cv2.imread(absolutepath_of_directory_with_imgfiles + self.img_filename).shape\r\n            self.create_yolofile()\r\n        except:\r\n            with open(absolutepath_of_directory_with_error_txt+'xmlfiles_with_no_paired.txt', 'a') as f:\r\n                f.write(os.path.basename(self.xmlfile_path)+'\\n')\r\n\r\n    def create_yolofile(self):\r\n        for xmlfile_datalist in self.xmlfile_datalists_list:\r\n            yolo_datalist = self.convert_xml_to_yolo_format(xmlfile_datalist)\r\n\r\n            with open(self.yolofile_path, 'a') as f:\r\n                f.write(\"%d %.06f %.06f %.06f %.06f\\n\" % (yolo_datalist[0], yolo_datalist[1], yolo_datalist[2], yolo_datalist[3], yolo_datalist[4]))\r\n\r\n    def convert_xml_to_yolo_format(self, xmlfile_datalist):\r\n        class_name = xmlfile_datalist[0]\r\n        self.add_class_to_classeslist(class_name)\r\n        bndbox_coordinates_list = xmlfile_datalist[1]\r\n        coordinates_min = bndbox_coordinates_list[0]\r\n        coordinates_max = bndbox_coordinates_list[2]\r\n\r\n        class_id = self.classes_list.index(class_name)\r\n        yolo_xcen = float((coordinates_min[0] + coordinates_max[0])) \/ 2 \/ self.img_width\r\n        yolo_ycen = float((coordinates_min[1] + coordinates_max[1])) \/ 2 \/ self.img_height\r\n        yolo_width = float((coordinates_max[0] - coordinates_min[0])) \/ self.img_width\r\n        yolo_height = float((coordinates_max[1] - coordinates_min[1])) \/ self.img_height\r\n        yolo_datalist = [class_id, yolo_xcen, yolo_ycen, yolo_width, yolo_height]\r\n\r\n        return yolo_datalist\r\n    \r\n    def add_class_to_classeslist(self, class_name):\r\n        if class_name not in self.classes_list:\r\n            self.classes_list.append(class_name)\r\n\r\n\r\nclass CreateClasssesfile:\r\n    def __init__(self, classes_list):\r\n        self.classes_list = classes_list\r\n\r\n    def create_classestxt(self):\r\n        with open(absolutepath_of_directory_with_classes_txt + 'classes.txt', 'w') as f:\r\n            for class_name in self.classes_list:\r\n                f.write(class_name+'\\n')\r\n\r\n\r\nxmlfiles_pathlist = glob(absolutepath_of_directory_with_xmlfiles + \"\/*.xml\")\r\nclasses_list = []\r\n\r\nfor xmlfile_path in xmlfiles_pathlist:\r\n    process_xmlfile = GetDataFromXMLfile(xmlfile_path)\r\n    xmlfile_datalists_list = process_xmlfile.get_datalists_list()\r\n    CreateYOLOfile(xmlfile_datalists_list, classes_list)\r\n\r\nprocess_classesfile = CreateClasssesfile(classes_list)\r\nprocess_classesfile.create_classestxt()\r\n\r\n<\/pre>\n<h3><span class=\"ez-toc-section\" id=\"%E8%87%AA%E5%88%86%E3%81%A7%E7%94%A8%E6%84%8F%E3%81%97%E3%81%9F%E3%83%87%E3%83%BC%E3%82%BF%E3%82%92%E5%8F%96%E5%BE%97%E3%81%99%E3%82%8B\"><\/span>\u81ea\u5206\u3067\u7528\u610f\u3057\u305f\u30c7\u30fc\u30bf\u3092\u53d6\u5f97\u3059\u308b<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u4eca\u56de\u306f\u753b\u50cf\u3092100\u679a\u7528\u610f\u3057\u307e\u3057\u305f\u3002<\/p>\n<p>\u7528\u610f\u3057\u305f\u30c7\u30fc\u30bf\u3092\u53d6\u5f97\u3057\u3066\u307f\u308b\u3068\u3001\u3057\u3063\u304b\u308a\u6e96\u5099\u304c\u3067\u304d\u307e\u3057\u305f\u3002<\/p>\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"python\" title=\"\">import glob\r\nimport shutil\r\nfrom sklearn.model_selection import train_test_split\r\nimport os \r\n\r\ndata_path = \"\/content\/drive\/MyDrive\/tekkin\/\"\r\nx_list = glob.glob(data_path + \"*.jpg\") + glob.glob(data_path + \"*.JPG\")\r\ny_list = glob.glob(data_path + \"*.txt\")\r\nx_train, x_test, y_train, y_test = train_test_split(x_list, y_list)\r\nprint(\"\u5b66\u7fd2\u6570\", len(x_train))\r\nprint(\"\u30c6\u30b9\u30c8\u6570\", len(x_test))\r\n\r\n\u5b66\u7fd2\u6570 75\r\n\u30c6\u30b9\u30c8\u6570 25\r\n\r\n<\/pre>\n<p><a href=\"http:\/\/www.tetsumag.com\/wp-content\/uploads\/2023\/02\/202302240817.jpg\"><img decoding=\"async\" loading=\"lazy\" src=\"http:\/\/www.tetsumag.com\/wp-content\/uploads\/2023\/02\/202302240817-1024x576.jpg\" alt=\"\" width=\"1024\" height=\"576\" class=\"aligncenter size-large wp-image-12129\" srcset=\"https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2023\/02\/202302240817-1024x576.jpg 1024w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2023\/02\/202302240817-768x432.jpg 768w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2023\/02\/202302240817-600x338.jpg 600w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2023\/02\/202302240817.jpg 1280w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/p>\n<h2><span class=\"ez-toc-section\" id=\"%E3%81%BE%E3%81%A8%E3%82%81\"><\/span>\u307e\u3068\u3081<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u3053\u306e\u8a18\u4e8b\u3067\u306fxml\u30d5\u30a1\u30a4\u30eb\u3092txt\u30d5\u30a1\u30a4\u30eb\u306b\u5909\u63db\u3059\u308b\u65b9\u6cd5\u306b\u3064\u3044\u3066\u7d39\u4ecb\u3057\u307e\u3057\u305f\u3002<\/p>\n<p>\u521d\u5b66\u8005\u306f\u30a8\u30e9\u30fc\u5bfe\u5fdc\u3060\u3051\u3067\u3082\u3068\u3066\u3082\u9577\u3044\u6642\u9593\u3092\u53d6\u3089\u308c\u3066\u3057\u307e\u3044\u307e\u3059\u3002<\/p>\n<p>\u3053\u306e\u8a18\u4e8b\u304c\u3001\u7269\u4f53\u691c\u77e5\u306b\u53d6\u308a\u7d44\u3093\u3067\u3044\u308b\u4f01\u696d\u306e\u7686\u3055\u3093\u306e\u304a\u5f79\u306b\u7acb\u3066\u308c\u3070\u5e78\u3044\u3067\u3059\u3002<\/p>\n<blockquote class=\"wp-embedded-content\" data-secret=\"yUUCAnFErM\"><p><a href=\"https:\/\/www.tetsumag.com\/2022\/07\/13\/283\/\">\u3010PyTorch\u3011GPU\u306e\u30e1\u30e2\u30ea\u4e0d\u8db3\u30a8\u30e9\u30fc\u306e\u5bfe\u51e6\u65b9\u6cd5<\/a><\/p><\/blockquote>\n<p><iframe class=\"wp-embedded-content\" sandbox=\"allow-scripts\" security=\"restricted\" style=\"position: absolute; clip: rect(1px, 1px, 1px, 1px);\" title=\"&#8220;\u3010PyTorch\u3011GPU\u306e\u30e1\u30e2\u30ea\u4e0d\u8db3\u30a8\u30e9\u30fc\u306e\u5bfe\u51e6\u65b9\u6cd5&#8221; &#8212; \u3066\u3064\u307e\u3050\" src=\"https:\/\/www.tetsumag.com\/2022\/07\/13\/283\/embed\/#?secret=Q13b44ZZDu#?secret=yUUCAnFErM\" data-secret=\"yUUCAnFErM\" width=\"500\" height=\"282\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\"><\/iframe><\/p>\n<blockquote class=\"wp-embedded-content\" data-secret=\"NSulb57dgp\"><p><a href=\"https:\/\/www.tetsumag.com\/2020\/07\/15\/33\/\">AI\u306b\u3088\u308b\u90e8\u8cc7\u6750\uff08\u9244\u7b4b\uff09\u306e\u500b\u6570\u30ab\u30a6\u30f3\u30c8\u306b\u3064\u3044\u3066\u8ab2\u984c\u304b\u3089\u958b\u767a\u624b\u9806\u307e\u3067\u89e3\u8aac\uff01<\/a><\/p><\/blockquote>\n<p><iframe class=\"wp-embedded-content\" sandbox=\"allow-scripts\" security=\"restricted\" style=\"position: absolute; clip: rect(1px, 1px, 1px, 1px);\" title=\"&#8220;AI\u306b\u3088\u308b\u90e8\u8cc7\u6750\uff08\u9244\u7b4b\uff09\u306e\u500b\u6570\u30ab\u30a6\u30f3\u30c8\u306b\u3064\u3044\u3066\u8ab2\u984c\u304b\u3089\u958b\u767a\u624b\u9806\u307e\u3067\u89e3\u8aac\uff01&#8221; &#8212; \u3066\u3064\u307e\u3050\" src=\"https:\/\/www.tetsumag.com\/2020\/07\/15\/33\/embed\/#?secret=8mbrqHOgXg#?secret=NSulb57dgp\" data-secret=\"NSulb57dgp\" width=\"500\" height=\"282\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\"><\/iframe><\/p>\n","protected":false},"excerpt":{"rendered":"<p>YOLO\u3092\u4f7f\u3063\u3066\u7269\u4f53\u691c\u77e5\u306eAI\u306e\u7cbe\u5ea6\u3092\u5411\u4e0a\u3055\u305b\u308b\u306b\u306f\u753b\u50cf\u30c7\u30fc\u30bf\u3068\u753b\u50cf\u30c7\u30fc\u30bf\u306b\u4ed8\u968f\u3057\u305f\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u30c7\u30fc\u30bf\u3092\u7528\u610f\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002 YOLO\u306e\u5834\u5408\u3001\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u30c7\u30fc\u30bf\u306fxml\u30d5\u30a1\u30a4\u30eb\u3067\u306f\u306a\u304ftxt\u30d5\u30a1\u30a4\u30eb\u3067\u3042\u308b\u5fc5\u8981\u304c\u3042 &hellip;<\/p>\n<p class=\"read-more\"> <a class=\"\" href=\"https:\/\/tetsumag.com\/blog\/2023\/02\/24\/312\/\"> <span class=\"screen-reader-text\">\u3010\u7269\u4f53\u691c\u77e5\u3011xml\u30d5\u30a1\u30a4\u30eb\u3092txt\u30d5\u30a1\u30a4\u30eb\u306b\u5909\u63db\u3059\u308b\u3010\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u3011<\/span> \u3082\u3063\u3068\u8aad\u3080 &raquo;<\/a><\/p>\n","protected":false},"author":1,"featured_media":12123,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"default","ast-global-header-display":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"default","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","_themeisle_gutenberg_block_has_review":false},"categories":[127],"tags":[114],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/tetsumag.com\/blog\/wp-json\/wp\/v2\/posts\/12125"}],"collection":[{"href":"https:\/\/tetsumag.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/tetsumag.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/tetsumag.com\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/tetsumag.com\/blog\/wp-json\/wp\/v2\/comments?post=12125"}],"version-history":[{"count":11,"href":"https:\/\/tetsumag.com\/blog\/wp-json\/wp\/v2\/posts\/12125\/revisions"}],"predecessor-version":[{"id":13950,"href":"https:\/\/tetsumag.com\/blog\/wp-json\/wp\/v2\/posts\/12125\/revisions\/13950"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/tetsumag.com\/blog\/wp-json\/wp\/v2\/media\/12123"}],"wp:attachment":[{"href":"https:\/\/tetsumag.com\/blog\/wp-json\/wp\/v2\/media?parent=12125"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/tetsumag.com\/blog\/wp-json\/wp\/v2\/categories?post=12125"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/tetsumag.com\/blog\/wp-json\/wp\/v2\/tags?post=12125"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}