{"id":37,"date":"2019-05-25T10:00:45","date_gmt":"2019-05-25T05:30:45","guid":{"rendered":"http:\/\/themes.tielabs.com\/sahifa5\/?p=37"},"modified":"2019-06-20T21:08:35","modified_gmt":"2019-06-20T16:38:35","slug":"neural-network-on-arm-with-stm32cube-ai","status":"publish","type":"post","link":"https:\/\/shahaab-co.com\/mag\/news\/smart-systems\/neural-network-on-arm-with-stm32cube-ai\/","title":{"rendered":"\u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0639\u0635\u0628\u06cc \u0631\u0648\u06cc \u0645\u06cc\u06a9\u0631\u0648 \u06a9\u0646\u062a\u0631\u0644\u0631 ARM"},"content":{"rendered":"<div style=\"text-align: justify;\">\n<p>\u06cc\u06a9\u06cc \u0627\u0632 \u0645\u0634\u06a9\u0644\u0627\u062a \u0645\u06cc\u06a9\u0631\u0648\u06a9\u0646\u062a\u0631\u0644\u0631\u0647\u0627\u06cc ARM \u0639\u062f\u0645 \u0627\u0645\u06a9\u0627\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0647\u0627\u06cc \u0645\u0648\u062c\u0648\u062f \u0628\u0631\u0627\u06cc \u0633\u06cc\u0633\u062a\u0645 \u0639\u0627\u0645\u0644\u0647\u0627\u06cc\u06cc \u0645\u062b\u0644 \u0648\u06cc\u0646\u062f\u0648\u0632 \u0648 \u0644\u06cc\u0646\u0648\u06a9\u0633 \u0627\u0633\u062a. \u0628\u0647 \u0637\u0648\u0631 \u0645\u062b\u0627\u0644 \u062f\u0631 \u062d\u0627\u0644\u06cc\u06a9\u0647 \u0627\u0645\u0631\u0648\u0632\u0647 \u0628\u0627 \u0638\u0647\u0648\u0631 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0647\u0627\u06cc \u0642\u062f\u0631\u062a\u0645\u0646\u062f\u06cc \u0645\u062b\u0644 <a href=\"https:\/\/tensorflow.org\" target=\"_blank\" rel=\"noopener\">\u062a\u0646\u0633\u0648\u0631\u0641\u0644\u0648<\/a>\u060c <a href=\"https:\/\/keras.io\" target=\"_blank\" rel=\"noopener\">\u06a9\u0631\u0627\u0633<\/a>\u060c <a href=\"https:\/\/caffe2.ai\" target=\"_blank\" rel=\"noopener\">caffe<\/a> \u0648 <a href=\"https:\/\/github.com\/microsoft\/CNTK\" target=\"_blank\" rel=\"noopener\">cntk<\/a>\u060c \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0639\u0635\u0628\u06cc \u06a9\u0644\u0627\u0633\u06cc\u06a9 \u0648 <a href=\"https:\/\/shahaab-co.ir\/mag\/tag\/deep-learning\/\" target=\"_blank\" rel=\"noopener\">\u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0639\u0645\u06cc\u0642<\/a> \u0628\u0647 \u06a9\u0627\u0631\u06cc \u0622\u0633\u0627\u0646 \u062f\u0631 \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631 \u062a\u0628\u062f\u06cc\u0644 \u0634\u062f\u0647 \u0627\u0633\u062a\u060c \u0647\u0645\u0686\u0646\u0627\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0648 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u0645\u0631\u062a\u0628\u0637 \u0628\u0627 \u0622\u0646 \u062f\u0631 \u0645\u06cc\u06a9\u0631\u0648\u06a9\u0646\u062a\u0631\u0644\u0631\u0647\u0627\u060c \u06a9\u0627\u0631\u06cc \u062f\u0634\u0648\u0627\u0631 \u0648 \u0637\u0627\u0642\u062a \u0641\u0631\u0633\u0627\u0633\u062a.<\/p>\n<p>\u062a\u0627\u06a9\u0646\u0648\u0646 \u0627\u06af\u0631 \u06a9\u0633\u06cc \u0642\u0635\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 <a href=\"https:\/\/shahaab-co.ir\/mag\/tag\/neural-network\" target=\"_blank\" rel=\"noopener\">\u0634\u0628\u06a9\u0647 \u0639\u0635\u0628\u06cc<\/a> \u062f\u0631 \u0645\u06cc\u06a9\u0631\u0648\u06a9\u0646\u062a\u0631\u0644\u0631 \u0622\u0631\u0645 \u062f\u0627\u0634\u062a\u060c \u0628\u0627\u06cc\u062f \u062f\u0633\u062a \u0628\u0647 \u06a9\u062f \u0634\u062f\u0647 \u0648 \u062e\u0648\u062f\u0634 \u0635\u0641\u0631 \u062a\u0627 \u0635\u062f \u06a9\u062f\u0647\u0627 \u0631\u0627 \u0628\u0646\u0648\u06cc\u0633\u062f \u06cc\u0627 \u0644\u0627\u0627\u0642\u0644 \u06a9\u062f\u0647\u0627\u06cc \u0645\u0648\u062c\u0648\u062f \u0631\u0627 \u0628\u0627\u0632\u0646\u0648\u06cc\u0633\u06cc \u06a9\u0646\u062f. \u0627\u0645\u0627 \u0627\u06cc\u0646 \u0645\u0634\u06a9\u0644 \u06af\u0648\u06cc\u0627 \u062f\u0627\u0631\u062f \u062a\u0645\u0627\u0645 \u0645\u06cc \u0634\u0648\u062f.<\/p>\n<p><a href=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2014\/09\/STM32CubeAI.jpg\" target=\"_blank\" rel=\"noopener\"><img decoding=\"async\" class=\"aligncenter size-large wp-image-1543\" src=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2014\/09\/STM32CubeAI-1024x374.jpg\" alt=\"\u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0631\u0648\u06cc \u0645\u06cc\u06a9\u0631\u0648\u06a9\u0646\u062a\u0631\u0644\u0631 \u0622\u0631\u0645 - STM32CubeAI\" width=\"618\" height=\"226\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2014\/09\/STM32CubeAI-1024x374.jpg 1024w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2014\/09\/STM32CubeAI-300x110.jpg 300w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2014\/09\/STM32CubeAI-768x281.jpg 768w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2014\/09\/STM32CubeAI-600x219.jpg 600w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2014\/09\/STM32CubeAI.jpg 1050w\" sizes=\"(max-width: 618px) 100vw, 618px\" \/><\/a><\/p>\n<p>\u0628\u0647 \u062a\u0627\u0632\u06af\u06cc\u060c \u0634\u0631\u06a9\u062a ST \u0627\u0645\u06a9\u0627\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0639\u0635\u0628\u06cc \u0645\u0635\u0646\u0648\u0639\u06cc \u0631\u0627 \u0631\u0648\u06cc \u0645\u06cc\u06a9\u0631\u0648\u0647\u0627\u06cc <a href=\"https:\/\/www.st.com\/en\/microcontrollers-microprocessors\/stm32-32-bit-arm-cortex-mcus.html\" target=\"_blank\" rel=\"noopener\">STM32<\/a> \u0641\u0631\u0627\u0647\u0645 \u06a9\u0631\u062f\u0647 \u0627\u0633\u062a. \u0627\u06cc\u0646 \u0634\u0631\u06a9\u062a \u0627\u0641\u0632\u0648\u0646\u0647\u200c\u06cc \u0646\u0631\u0645 \u0627\u0641\u0632\u0627\u0631\u06cc \u0628\u0627 \u0646\u0627\u0645 <a href=\"https:\/\/www.st.com\/content\/st_com\/en\/stm32-ann.html\" target=\"_blank\" rel=\"noopener\">STM32Cube.AI<\/a> \u0645\u0639\u0631\u0641\u06cc \u06a9\u0631\u062f\u0647 \u0627\u0633\u062a \u06a9\u0647 \u0631\u0648\u06cc \u0646\u0631\u0645 \u0627\u0641\u0632\u0627\u0631 STM32CubeMX \u0646\u0635\u0628 \u0634\u062f\u0647 \u0648 \u0627\u0645\u06a9\u0627\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0631\u0648\u06cc \u0645\u06cc\u06a9\u0631\u0648\u0647\u0627\u06cc ARM \u0631\u0627 \u0641\u0631\u0627\u0647\u0645 \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<p>\u0628\u0627 \u0627\u06cc\u0646 \u0631\u0648\u06cc\u06a9\u0631\u062f\u060c \u0634\u0645\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0645\u0648\u0631\u062f \u0646\u0638\u0631\u062a\u0627\u0646 \u0631\u0627 \u0631\u0648\u06cc \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631 \u0648 \u0628\u0647 \u0635\u0648\u0631\u062a \u0628\u0631\u0648\u0646\u200e\u062e\u0637 (\u0622\u0641\u0644\u0627\u06cc\u0646) \u0622\u0645\u0648\u0632\u0634 \u062f\u0647\u06cc\u062f \u0648 \u0633\u067e\u0633 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u0634\u0631\u06a9\u062a ST\u060c \u06a9\u062f \u0634\u0628\u06a9\u0647 \u0639\u0635\u0628\u06cc \u0645\u0648\u0631\u062f \u0646\u0638\u0631 \u0631\u0627 \u0628\u0647 \u0631\u0627\u062d\u062a\u06cc \u0628\u0647 \u06cc\u06a9 \u06a9\u062f \u0628\u0647\u06cc\u0646\u0647 \u0628\u0631\u0627\u06cc \u0645\u06cc\u06a9\u0631\u0648 \u062a\u0628\u062f\u06cc\u0644 \u06a9\u0631\u062f\u0647 \u0648 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f.<\/p>\n<p>\u0627\u06cc\u0646 \u0627\u0628\u0632\u0627\u0631\u060c \u0627\u0645\u06a9\u0627\u0646 \u062a\u0628\u062f\u06cc\u0644 \u06a9\u062f \u0634\u0628\u06a9\u0647 \u0639\u0635\u0628\u06cc \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0647\u0627\u06cc \u0645\u0639\u0631\u0648\u0641\u06cc \u0645\u062b\u0644 \u062a\u0646\u0633\u0648\u0631\u0641\u0644\u0648 \u0648 \u06a9\u0641\u0647 \u0648 \u0628\u0631\u062e\u06cc \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0647\u0627\u06cc \u062f\u06cc\u06af\u0631 \u0631\u0627 \u062f\u0627\u0631\u062f. \u0627\u06cc\u0646 \u0628\u0631\u0646\u0627\u0645\u0647\u060c \u0647\u0645\u0686\u0646\u06cc\u0646 \u0628\u0647 \u0634\u0645\u0627 \u0646\u0648\u0639 \u0645\u06cc\u06a9\u0631\u0648\u06cc \u0645\u0646\u0627\u0633\u0628 \u0628\u0631\u0627\u06cc \u0634\u0628\u06a9\u0647\u200c\u06cc \u0627\u0632 \u0642\u0628\u0644 \u0622\u0645\u0648\u0632\u0634 \u062f\u06cc\u062f\u0647 (pre-trained) \u0631\u0627 \u067e\u06cc\u0634\u0646\u0647\u0627\u062f \u0645\u06cc \u06a9\u0646\u062f. \u0627\u06af\u0631 \u0645\u06cc\u06a9\u0631\u0648\u06cc \u062f\u06cc\u06af\u0631\u06cc \u0647\u0645 \u0627\u0646\u062a\u062e\u0627\u0628 \u06a9\u0646\u06cc\u062f\u060c \u0645\u0642\u0627\u06cc\u0633\u0647 \u0627\u06cc \u0628\u06cc\u0646 \u06a9\u0627\u0631\u0627\u06cc\u06cc \u0645\u06cc\u06a9\u0631\u0648 \u0628\u0631\u0627\u06cc \u0627\u062c\u0631\u0627\u06cc \u0634\u0628\u06a9\u0647\u060c \u062f\u0631 \u0645\u0642\u0627\u06cc\u0633\u0647 \u0628\u0627 \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631 \u0634\u0645\u0627\u060c \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc \u06a9\u0646\u062f. \u062c\u0632\u0626\u06cc\u0627\u062a \u0628\u06cc\u0634\u062a\u0631 \u0631\u0627 \u062f\u0631 <a href=\"https:\/\/www.st.com\/content\/st_com\/en\/stm32-ann.html\" target=\"_blank\" rel=\"noopener\">\u0627\u06cc\u0646\u062c\u0627<\/a> \u0628\u062e\u0648\u0627\u0646\u06cc\u062f.<\/p>\n<p><a href=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2014\/09\/STM32CubeAI-2.jpg\" target=\"_blank\" rel=\"noopener\"><img decoding=\"async\" class=\"aligncenter size-large wp-image-1546\" src=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2014\/09\/STM32CubeAI-2-1024x374.jpg\" alt=\"\u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0631\u0648\u06cc \u0645\u06cc\u06a9\u0631\u0648\u06a9\u0646\u062a\u0631\u0644\u0631 \u0622\u0631\u0645 - STM32CubeAI\" width=\"618\" height=\"226\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2014\/09\/STM32CubeAI-2-1024x374.jpg 1024w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2014\/09\/STM32CubeAI-2-300x110.jpg 300w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2014\/09\/STM32CubeAI-2-768x281.jpg 768w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2014\/09\/STM32CubeAI-2-600x219.jpg 600w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2014\/09\/STM32CubeAI-2.jpg 1050w\" sizes=\"(max-width: 618px) 100vw, 618px\" \/><\/a><\/p>\n<figure class=\"wp-block-video\"><\/figure>\n<\/div>\n\n\n<div class=\"kk-star-ratings kksr-auto kksr-align-right kksr-valign-bottom\"\n    data-payload='{&quot;align&quot;:&quot;right&quot;,&quot;id&quot;:&quot;37&quot;,&quot;slug&quot;:&quot;default&quot;,&quot;valign&quot;:&quot;bottom&quot;,&quot;ignore&quot;:&quot;&quot;,&quot;reference&quot;:&quot;auto&quot;,&quot;class&quot;:&quot;&quot;,&quot;count&quot;:&quot;0&quot;,&quot;legendonly&quot;:&quot;&quot;,&quot;readonly&quot;:&quot;&quot;,&quot;score&quot;:&quot;0&quot;,&quot;starsonly&quot;:&quot;&quot;,&quot;best&quot;:&quot;5&quot;,&quot;gap&quot;:&quot;5&quot;,&quot;greet&quot;:&quot;\u0627\u0645\u062a\u06cc\u0627\u0632 \u062f\u0647\u06cc\u062f!&quot;,&quot;legend&quot;:&quot;0\\\/5 - (0 \u0627\u0645\u062a\u06cc\u0627\u0632)&quot;,&quot;size&quot;:&quot;24&quot;,&quot;title&quot;:&quot;\u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0639\u0635\u0628\u06cc \u0631\u0648\u06cc \u0645\u06cc\u06a9\u0631\u0648 \u06a9\u0646\u062a\u0631\u0644\u0631 ARM&quot;,&quot;width&quot;:&quot;0&quot;,&quot;_legend&quot;:&quot;{score}\\\/{best} - ({count} \u0627\u0645\u062a\u06cc\u0627\u0632)&quot;,&quot;font_factor&quot;:&quot;1.25&quot;}'>\n            \n<div class=\"kksr-stars\">\n    \n<div class=\"kksr-stars-inactive\">\n            <div class=\"kksr-star\" data-star=\"1\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"2\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"3\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"4\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"5\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n    <\/div>\n    \n<div class=\"kksr-stars-active\" style=\"width: 0px;\">\n            <div class=\"kksr-star\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n    <\/div>\n<\/div>\n                \n\n<div class=\"kksr-legend\" style=\"font-size: 19.2px;\">\n            <span class=\"kksr-muted\">\u0627\u0645\u062a\u06cc\u0627\u0632 \u062f\u0647\u06cc\u062f!<\/span>\n    <\/div>\n    <\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u06cc\u06a9\u06cc \u0627\u0632 \u0645\u0634\u06a9\u0644\u0627\u062a \u0645\u06cc\u06a9\u0631\u0648\u06a9\u0646\u062a\u0631\u0644\u0631\u0647\u0627\u06cc ARM \u0639\u062f\u0645 \u0627\u0645\u06a9\u0627\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0647\u0627\u06cc \u0645\u0648\u062c\u0648\u062f \u0628\u0631\u0627\u06cc \u0633\u06cc\u0633\u062a\u0645 \u0639\u0627\u0645\u0644\u0647\u0627\u06cc\u06cc \u0645\u062b\u0644 \u0648\u06cc\u0646\u062f\u0648\u0632 \u0648 \u0644\u06cc\u0646\u0648\u06a9\u0633 \u0627\u0633\u062a. \u0628\u0647 \u0637\u0648\u0631 \u0645\u062b\u0627\u0644 \u062f\u0631 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&hellip;<\/p>\n","protected":false},"author":6,"featured_media":1543,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_editorskit_title_hidden":false,"_editorskit_reading_time":0,"_editorskit_is_block_options_detached":false,"_editorskit_block_options_position":"{}","footnotes":""},"categories":[27,17,23],"tags":[101,114],"class_list":["post-37","post","type-post","status-publish","format-standard","has-post-thumbnail","","category-smart-systems","category-tech","category-videos","tag-101","tag-arm-microcontroller"],"_links":{"self":[{"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/posts\/37","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/users\/6"}],"replies":[{"embeddable":true,"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/comments?post=37"}],"version-history":[{"count":0,"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/posts\/37\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/media\/1543"}],"wp:attachment":[{"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/media?parent=37"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/categories?post=37"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/tags?post=37"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}