{"id":3849,"date":"2025-06-30T10:38:40","date_gmt":"2025-06-30T03:38:40","guid":{"rendered":"https:\/\/filkom.ub.ac.id\/project\/?p=3849"},"modified":"2025-06-30T10:38:40","modified_gmt":"2025-06-30T03:38:40","slug":"pengembangan-sistem-wearable-cerdas-dengan-smart-band-untuk-klasifikasi-jenis-pukulan-menggunakan-sensor-imu-dan-model-lstm-pada-esp32","status":"publish","type":"post","link":"https:\/\/filkom.ub.ac.id\/project\/2025\/06\/pengembangan-sistem-wearable-cerdas-dengan-smart-band-untuk-klasifikasi-jenis-pukulan-menggunakan-sensor-imu-dan-model-lstm-pada-esp32\/","title":{"rendered":"Pengembangan Sistem Wearable Cerdas dengan Smart Band untuk Klasifikasi Jenis Pukulan Menggunakan Sensor IMU dan Model LSTM pada ESP32"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"3849\" class=\"elementor elementor-3849\">\n\t\t\t\t<div class=\"elementor-element elementor-element-566007e e-con-full e-flex e-con e-parent\" data-id=\"566007e\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-2613bf6 e-flex e-con-boxed e-con e-child\" data-id=\"2613bf6\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-eb1f80c elementor-widget elementor-widget-image\" data-id=\"eb1f80c\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"995\" height=\"517\" src=\"https:\/\/filkom.ub.ac.id\/project\/wp-content\/uploads\/sites\/3\/2025\/06\/Cover-Capstone.png\" class=\"attachment-large size-large wp-image-5202\" alt=\"\" srcset=\"https:\/\/filkom.ub.ac.id\/project\/wp-content\/uploads\/sites\/3\/2025\/06\/Cover-Capstone.png 995w, https:\/\/filkom.ub.ac.id\/project\/wp-content\/uploads\/sites\/3\/2025\/06\/Cover-Capstone-300x156.png 300w, https:\/\/filkom.ub.ac.id\/project\/wp-content\/uploads\/sites\/3\/2025\/06\/Cover-Capstone-768x399.png 768w\" sizes=\"(max-width: 995px) 100vw, 995px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-c00d2aa e-flex e-con-boxed e-con e-child\" data-id=\"c00d2aa\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a0ac359 elementor-widget elementor-widget-heading\" data-id=\"a0ac359\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Project Domain<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ee9b8e8 elementor-widget elementor-widget-text-editor\" data-id=\"ee9b8e8\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Proyek BoxingHands jatuh ke dalam kategori Wearable Devices yang dipasangkan dengan web dashboard interaktif, yang dapat menyajikan statistik tinju yang dilakukan pengguna berupa grafik 2D, dilengkapi visualisasi garis pukulan 3D, menggunakan data real-time sensor IMU untuk klasifikasi jenis tinju oleh model CNN 1D yang berjalan di mikrokontroler ESP32. Komunikasi data antara ESP32 dengan web dashboard ditangani melalui protokol MQTT dengan QOS 2, sehingga real-time dan andal.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cecc4cc elementor-widget elementor-widget-heading\" data-id=\"cecc4cc\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Meet the Team<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-7986601 e-con-full e-flex e-con e-child\" data-id=\"7986601\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-2dad676 e-grid e-con-full e-con e-child\" data-id=\"2dad676\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6bf2173 elementor-widget elementor-widget-elementskit-team\" data-id=\"6bf2173\" data-element_type=\"widget\" data-widget_type=\"elementskit-team.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"ekit-wid-con\">\t\t\t\t\t\t\t\t\n\t\t<div class=\"profile-card elementor-animation- text-center ekit-team-style-default\">\n\t\t\t\n\t\t\t\t<div class=\"profile-header ekit-team-img ekit-img-overlay ekit-team-img-block\" >\n\t\t\t\t\t<img decoding=\"async\" width=\"417\" height=\"532\" src=\"https:\/\/filkom.ub.ac.id\/project\/wp-content\/uploads\/sites\/3\/2025\/06\/Screenshot-2025-06-20-213212.png\" class=\"attachment-large size-large wp-image-4805\" alt=\"\" srcset=\"https:\/\/filkom.ub.ac.id\/project\/wp-content\/uploads\/sites\/3\/2025\/06\/Screenshot-2025-06-20-213212.png 417w, https:\/\/filkom.ub.ac.id\/project\/wp-content\/uploads\/sites\/3\/2025\/06\/Screenshot-2025-06-20-213212-235x300.png 235w\" sizes=\"(max-width: 417px) 100vw, 417px\" \/>\t\t\t\t<\/div><!-- .profile-header END -->\n\t\t\t\n\n\t\t\t\t<div class=\"profile-body\">\n\t\t\t\t\t\n\t\t\t\t\t<h2 class=\"profile-title\">\n\t\t\t\t\t\t\t\t\t\t\tYudhistira\t\t\t\t\t\t\t\t\t\t<\/h2>\n\t\t\t\t\t<p class=\"profile-designation\">Data Comms &amp; Acquisition<\/p>\n\t\t\t\t\t\t\t\t\t<\/div><!-- .profile-body END -->\n\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\n\t\t\t\n\t\t\t\t<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e486dfd elementor-widget elementor-widget-elementskit-team\" data-id=\"e486dfd\" data-element_type=\"widget\" data-widget_type=\"elementskit-team.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"ekit-wid-con\">\t\t\t\t\t\t\t\t\n\t\t<div class=\"profile-card elementor-animation- text-center ekit-team-style-default\">\n\t\t\t\n\t\t\t\t<div class=\"profile-header ekit-team-img ekit-img-overlay ekit-team-img-block\" >\n\t\t\t\t\t<img decoding=\"async\" width=\"576\" height=\"527\" src=\"https:\/\/filkom.ub.ac.id\/project\/wp-content\/uploads\/sites\/3\/2025\/06\/Screenshot-2025-06-20-213141.png\" class=\"attachment-large size-large wp-image-4804\" alt=\"\" srcset=\"https:\/\/filkom.ub.ac.id\/project\/wp-content\/uploads\/sites\/3\/2025\/06\/Screenshot-2025-06-20-213141.png 576w, https:\/\/filkom.ub.ac.id\/project\/wp-content\/uploads\/sites\/3\/2025\/06\/Screenshot-2025-06-20-213141-300x274.png 300w\" sizes=\"(max-width: 576px) 100vw, 576px\" \/>\t\t\t\t<\/div><!-- .profile-header END -->\n\t\t\t\n\n\t\t\t\t<div class=\"profile-body\">\n\t\t\t\t\t\n\t\t\t\t\t<h2 class=\"profile-title\">\n\t\t\t\t\t\t\t\t\t\t\tFahmi Robbani\t\t\t\t\t\t\t\t\t\t<\/h2>\n\t\t\t\t\t<p class=\"profile-designation\">Machine Learning<\/p>\n\t\t\t\t\t\t\t\t\t<\/div><!-- .profile-body END -->\n\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\n\t\t\t\n\t\t\t\t<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2b116da elementor-widget elementor-widget-elementskit-team\" data-id=\"2b116da\" data-element_type=\"widget\" data-widget_type=\"elementskit-team.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"ekit-wid-con\">\t\t\t\t\t\t\t\t\n\t\t<div class=\"profile-card elementor-animation- text-center ekit-team-style-default\">\n\t\t\t\n\t\t\t\t<div class=\"profile-header ekit-team-img ekit-img-overlay ekit-team-img-block\" >\n\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"335\" height=\"504\" src=\"https:\/\/filkom.ub.ac.id\/project\/wp-content\/uploads\/sites\/3\/2025\/06\/Screenshot-2025-06-20-213011.png\" class=\"attachment-large size-large wp-image-4801\" alt=\"\" srcset=\"https:\/\/filkom.ub.ac.id\/project\/wp-content\/uploads\/sites\/3\/2025\/06\/Screenshot-2025-06-20-213011.png 335w, https:\/\/filkom.ub.ac.id\/project\/wp-content\/uploads\/sites\/3\/2025\/06\/Screenshot-2025-06-20-213011-199x300.png 199w\" sizes=\"(max-width: 335px) 100vw, 335px\" \/>\t\t\t\t<\/div><!-- .profile-header END -->\n\t\t\t\n\n\t\t\t\t<div class=\"profile-body\">\n\t\t\t\t\t\n\t\t\t\t\t<h2 class=\"profile-title\">\n\t\t\t\t\t\t\t\t\t\t\tMuhammad Rif&#039;at F.\t\t\t\t\t\t\t\t\t\t<\/h2>\n\t\t\t\t\t<p class=\"profile-designation\">Electrical<\/p>\n\t\t\t\t\t\t\t\t\t<\/div><!-- .profile-body END -->\n\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\n\t\t\t\n\t\t\t\t<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bbca72f elementor-widget elementor-widget-elementskit-team\" data-id=\"bbca72f\" data-element_type=\"widget\" data-widget_type=\"elementskit-team.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"ekit-wid-con\">\t\t\t\t\t\t\t\t\n\t\t<div class=\"profile-card elementor-animation- text-center ekit-team-style-default\">\n\t\t\t\n\t\t\t\t<div class=\"profile-header ekit-team-img ekit-img-overlay ekit-team-img-block\" >\n\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"336\" height=\"504\" src=\"https:\/\/filkom.ub.ac.id\/project\/wp-content\/uploads\/sites\/3\/2025\/06\/Screenshot-2025-06-20-212903.png\" class=\"attachment-large size-large wp-image-4800\" alt=\"\" srcset=\"https:\/\/filkom.ub.ac.id\/project\/wp-content\/uploads\/sites\/3\/2025\/06\/Screenshot-2025-06-20-212903.png 336w, https:\/\/filkom.ub.ac.id\/project\/wp-content\/uploads\/sites\/3\/2025\/06\/Screenshot-2025-06-20-212903-200x300.png 200w\" sizes=\"(max-width: 336px) 100vw, 336px\" \/>\t\t\t\t<\/div><!-- .profile-header END -->\n\t\t\t\n\n\t\t\t\t<div class=\"profile-body\">\n\t\t\t\t\t\n\t\t\t\t\t<h2 class=\"profile-title\">\n\t\t\t\t\t\t\t\t\t\t\tShadam J\u2019Verron\t\t\t\t\t\t\t\t\t\t<\/h2>\n\t\t\t\t\t<p class=\"profile-designation\">Backend<\/p>\n\t\t\t\t\t\t\t\t\t<\/div><!-- .profile-body END -->\n\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\n\t\t\t\n\t\t\t\t<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-89276d6 elementor-widget elementor-widget-elementskit-team\" data-id=\"89276d6\" data-element_type=\"widget\" data-widget_type=\"elementskit-team.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"ekit-wid-con\">\t\t\t\t\t\t\t\t\n\t\t<div class=\"profile-card elementor-animation- text-center ekit-team-style-default\">\n\t\t\t\n\t\t\t\t<div class=\"profile-header ekit-team-img ekit-img-overlay ekit-team-img-block\" >\n\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"145\" height=\"145\" src=\"https:\/\/filkom.ub.ac.id\/project\/wp-content\/uploads\/sites\/3\/2025\/06\/Screenshot-2025-06-20-213045-e1750430242441.png\" class=\"attachment-large size-large wp-image-4802\" alt=\"\" \/>\t\t\t\t<\/div><!-- .profile-header END -->\n\t\t\t\n\n\t\t\t\t<div class=\"profile-body\">\n\t\t\t\t\t\n\t\t\t\t\t<h2 class=\"profile-title\">\n\t\t\t\t\t\t\t\t\t\t\tRafi Alutfi Zulfikar\t\t\t\t\t\t\t\t\t\t<\/h2>\n\t\t\t\t\t<p class=\"profile-designation\">Frontend<\/p>\n\t\t\t\t\t\t\t\t\t<\/div><!-- .profile-body END -->\n\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\n\t\t\t\n\t\t\t\t<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-84844ee elementor-widget elementor-widget-heading\" data-id=\"84844ee\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Problem Background<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-b4c66a2 e-grid e-con-full e-con e-child\" data-id=\"b4c66a2\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3b7a849 elementor-widget elementor-widget-image\" data-id=\"3b7a849\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/media.newyorker.com\/photos\/64c2c66669af7f86491421f7\/16:9\/w_1280,c_limit\/Sanneh-Boxing-Virtuosos.jpg\" title=\"\" alt=\"\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f50d3ed elementor-widget elementor-widget-text-editor\" data-id=\"f50d3ed\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul><li><span class=\"OYPEnA font-feature-liga-off font-feature-clig-off font-feature-calt-off text-decoration-none text-strikethrough-none\">Pemula sering kesulitan untuk memulai tinju karena tidak menguasai teknik dasar.<\/span><\/li><li><span class=\"OYPEnA font-feature-liga-off font-feature-clig-off font-feature-calt-off text-decoration-none text-strikethrough-none\">Evaluasi masih subjektif dan mengandalkan pengamatan pelatih secara langsung atau melalui video rekaman.<\/span><\/li><li><span class=\"OYPEnA font-feature-liga-off font-feature-clig-off font-feature-calt-off text-decoration-none text-strikethrough-none\">Ketergantungan dan kurangnya pelatih bersertifikat.<\/span><\/li><li><span class=\"OYPEnA font-feature-liga-off font-feature-clig-off font-feature-calt-off text-decoration-none text-strikethrough-none\">Kurangnya alat evaluasi yang akurat mengakibatkan kesulitan dalam mengembangkan teknik secara optimal.<\/span><\/li><li><span class=\"OYPEnA font-feature-liga-off font-feature-clig-off font-feature-calt-off text-decoration-none text-strikethrough-none\">Tingginya risiko cedera akibat latihan yang tidak tepat.<\/span><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3a793ad elementor-widget elementor-widget-heading\" data-id=\"3a793ad\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Our Solution<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5272aed e-grid e-con-full e-con e-child\" data-id=\"5272aed\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-65a8aef elementor-widget elementor-widget-text-editor\" data-id=\"65a8aef\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p style=\"text-align: justify\"><span class=\"OYPEnA font-feature-liga-off font-feature-clig-off font-feature-calt-off text-decoration-none text-strikethrough-none\">Sebagai solusi, dikembangkan perangkat wearable berbentuk gelang cerdas yang dilengkapi dengan sensor Inertial Measurement Unit (IMU). Perangkat ini menggunakan CNN yang diimplementasikan pada ESP32 yang mampu:<\/span><\/p><ul><li style=\"text-align: justify\"><span class=\"OYPEnA font-feature-liga-off font-feature-clig-off font-feature-calt-off text-decoration-none text-strikethrough-none\">Mengklasifikasikan pukulan secara otomatis berdasarkan data sensor yang dikumpulkan.<\/span><\/li><li style=\"text-align: justify\"><span class=\"OYPEnA font-feature-liga-off font-feature-clig-off font-feature-calt-off text-decoration-none text-strikethrough-none\">Mengakuisisi dan mengumpulkan data yang dapat digunakan oleh atlet dan pelatih sebagai dasar dalam menyusun strategi pelatihan yang lebih terukur dan berbasis bukti.<\/span><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a0cc1f3 elementor-widget__width-initial elementor-widget elementor-widget-image\" data-id=\"a0cc1f3\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/i.imgur.com\/fbAITjR.jpeg\" title=\"\" alt=\"\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-71ed4a6 e-flex e-con-boxed e-con e-parent\" data-id=\"71ed4a6\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f5ab79d elementor-widget elementor-widget-spacer\" data-id=\"f5ab79d\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-70cf814 elementor-widget elementor-widget-heading\" data-id=\"70cf814\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Prerequisites<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b146a5f elementor-widget elementor-widget-text-editor\" data-id=\"b146a5f\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h3 data-start=\"361\" data-end=\"391\">\ud83d\udd27 Embedded Program (ESP32)<\/h3><ul><li data-start=\"1034\" data-end=\"1054\"><p data-start=\"1036\" data-end=\"1054\"><code data-start=\"1036\" data-end=\"1054\">Adafruit MPU6050<\/code><\/p><\/li><li data-start=\"1055\" data-end=\"1082\"><p data-start=\"1057\" data-end=\"1082\"><code data-start=\"1057\" data-end=\"1082\">Adafruit Unified Sensor<\/code><\/p><\/li><li data-start=\"1083\" data-end=\"1115\"><p data-start=\"1085\" data-end=\"1115\"><code data-start=\"1085\" data-end=\"1091\">WiFi<\/code> (bawaan ESP32 Core)<\/p><\/li><li data-start=\"1116\" data-end=\"1132\"><p data-start=\"1118\" data-end=\"1132\"><code data-start=\"1118\" data-end=\"1132\">PubSubClient<\/code><\/p><\/li><li data-start=\"1133\" data-end=\"1211\"><p data-start=\"1135\" data-end=\"1211\"><code data-start=\"1135\" data-end=\"1157\">TensorFlowLite_ESP32<\/code> (clone atau install secara manual jika tidak tersedia di library manager)<\/p><\/li><\/ul><h3 data-start=\"1218\" data-end=\"1246\">\ud83c\udf10 Web Dashboard (Python)<\/h3><ul><li data-start=\"1247\" data-end=\"1296\">Flask<\/li><li data-start=\"1247\" data-end=\"1296\">Paho MQTT<\/li><\/ul><p>install menggunakan perintah berikut:<\/p><blockquote><p>pip install flask paho-mqtt<\/p><\/blockquote>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-0a4cdf0 e-flex e-con-boxed e-con e-parent\" data-id=\"0a4cdf0\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c9d0328 elementor-widget elementor-widget-spacer\" data-id=\"c9d0328\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-186cefb elementor-widget elementor-widget-heading\" data-id=\"186cefb\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Hardware Specs<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c015622 elementor-widget elementor-widget-text-editor\" data-id=\"c015622\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h3 data-start=\"361\" data-end=\"391\">Datasheet<\/h3><ul><li data-start=\"361\" data-end=\"391\"><a href=\"https:\/\/www.espressif.com\/sites\/default\/files\/documentation\/esp32-wroom-32e_esp32-wroom-32ue_datasheet_en.pdf\">ESP32<\/a><\/li><li data-start=\"361\" data-end=\"391\"><a href=\"https:\/\/invensense.tdk.com\/wp-content\/uploads\/2015\/02\/MPU-6000-Datasheet1.pdf\">MPU6050<\/a><\/li><\/ul><h3>Pinout<\/h3>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-464136d e-grid e-con-full e-con e-child\" data-id=\"464136d\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b41af6b elementor-widget elementor-widget-image\" data-id=\"b41af6b\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1000\" height=\"574\" src=\"https:\/\/filkom.ub.ac.id\/project\/wp-content\/uploads\/sites\/3\/2025\/06\/esp32-pinout.png\" class=\"attachment-large size-large wp-image-5321\" alt=\"\" srcset=\"https:\/\/filkom.ub.ac.id\/project\/wp-content\/uploads\/sites\/3\/2025\/06\/esp32-pinout.png 1000w, https:\/\/filkom.ub.ac.id\/project\/wp-content\/uploads\/sites\/3\/2025\/06\/esp32-pinout-300x172.png 300w, https:\/\/filkom.ub.ac.id\/project\/wp-content\/uploads\/sites\/3\/2025\/06\/esp32-pinout-768x441.png 768w\" sizes=\"(max-width: 1000px) 100vw, 1000px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9a5926d elementor-widget elementor-widget-image\" data-id=\"9a5926d\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"449\" height=\"281\" src=\"https:\/\/filkom.ub.ac.id\/project\/wp-content\/uploads\/sites\/3\/2025\/06\/mpu-6050-pinout.png\" class=\"attachment-large size-large wp-image-5320\" alt=\"\" srcset=\"https:\/\/filkom.ub.ac.id\/project\/wp-content\/uploads\/sites\/3\/2025\/06\/mpu-6050-pinout.png 449w, https:\/\/filkom.ub.ac.id\/project\/wp-content\/uploads\/sites\/3\/2025\/06\/mpu-6050-pinout-300x188.png 300w\" sizes=\"(max-width: 449px) 100vw, 449px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-fda4835 e-flex e-con-boxed e-con e-parent\" data-id=\"fda4835\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ce93d04 elementor-widget elementor-widget-spacer\" data-id=\"ce93d04\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d271ddc elementor-widget elementor-widget-heading\" data-id=\"d271ddc\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Schematics<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9ea9230 elementor-widget elementor-widget-text-editor\" data-id=\"9ea9230\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h3>System Block Diagram<\/h3>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-81bf568 e-grid e-con-full e-con e-child\" data-id=\"81bf568\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-12bd91b elementor-widget elementor-widget-image\" data-id=\"12bd91b\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"642\" height=\"181\" src=\"https:\/\/filkom.ub.ac.id\/project\/wp-content\/uploads\/sites\/3\/2025\/06\/diagram-capstone.png\" class=\"attachment-large size-large wp-image-5323\" alt=\"\" srcset=\"https:\/\/filkom.ub.ac.id\/project\/wp-content\/uploads\/sites\/3\/2025\/06\/diagram-capstone.png 642w, https:\/\/filkom.ub.ac.id\/project\/wp-content\/uploads\/sites\/3\/2025\/06\/diagram-capstone-300x85.png 300w\" sizes=\"(max-width: 642px) 100vw, 642px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-895696a elementor-widget elementor-widget-text-editor\" data-id=\"895696a\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h3>Wiring<\/h3>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5840682 e-grid e-con-full e-con e-child\" data-id=\"5840682\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f029bbc elementor-widget elementor-widget-image\" data-id=\"f029bbc\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"724\" src=\"https:\/\/filkom.ub.ac.id\/project\/wp-content\/uploads\/sites\/3\/2025\/06\/wiring-capstone-1024x724.jpg\" class=\"attachment-large size-large wp-image-5322\" alt=\"\" srcset=\"https:\/\/filkom.ub.ac.id\/project\/wp-content\/uploads\/sites\/3\/2025\/06\/wiring-capstone-1024x724.jpg 1024w, https:\/\/filkom.ub.ac.id\/project\/wp-content\/uploads\/sites\/3\/2025\/06\/wiring-capstone-300x212.jpg 300w, https:\/\/filkom.ub.ac.id\/project\/wp-content\/uploads\/sites\/3\/2025\/06\/wiring-capstone-768x543.jpg 768w, https:\/\/filkom.ub.ac.id\/project\/wp-content\/uploads\/sites\/3\/2025\/06\/wiring-capstone.jpg 1100w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-32c02b4 e-flex e-con-boxed e-con e-parent\" data-id=\"32c02b4\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8eae51a elementor-widget elementor-widget-spacer\" data-id=\"8eae51a\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9c8104e elementor-widget elementor-widget-heading\" data-id=\"9c8104e\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Demo<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-10b8273 elementor-widget elementor-widget-video\" data-id=\"10b8273\" data-element_type=\"widget\" data-settings=\"{&quot;youtube_url&quot;:&quot;https:\\\/\\\/www.youtube.com\\\/watch?v=Lp42CQmZ05o&quot;,&quot;video_type&quot;:&quot;youtube&quot;,&quot;controls&quot;:&quot;yes&quot;}\" data-widget_type=\"video.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-wrapper elementor-open-inline\">\n\t\t\t<div class=\"elementor-video\"><\/div>\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-d0923a5 e-flex e-con-boxed e-con e-parent\" data-id=\"d0923a5\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7785cf2 elementor-widget elementor-widget-spacer\" data-id=\"7785cf2\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0972703 elementor-widget elementor-widget-heading\" data-id=\"0972703\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Technology Used<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-b23bdd4 e-grid e-con-full e-con e-child\" data-id=\"b23bdd4\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-77a1d36 elementor-position-top elementor-widget elementor-widget-image-box\" data-id=\"77a1d36\" data-element_type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-image-box-wrapper\"><figure class=\"elementor-image-box-img\"><img decoding=\"async\" src=\"https:\/\/encrypted-tbn0.gstatic.com\/images?q=tbn:ANd9GcTIRUDrL73a_XYrz9xgmSfTP4YVFY75uq2O1g&#038;s\" title=\"\" alt=\"\" loading=\"lazy\" \/><\/figure><div class=\"elementor-image-box-content\"><h3 class=\"elementor-image-box-title\">ESP32<\/h3><p class=\"elementor-image-box-description\">Dalam konteks penelitian ini, ESP32 berperan sebagai pusat pemrosesan data yang mengelola input dan output dari sistem. <\/p><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9cd59f2 elementor-position-top elementor-widget elementor-widget-image-box\" data-id=\"9cd59f2\" data-element_type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-image-box-wrapper\"><figure class=\"elementor-image-box-img\"><img decoding=\"async\" src=\"https:\/\/m.media-amazon.com\/images\/I\/518cSmo+V4L._UF1000,1000_QL80_.jpg\" title=\"\" alt=\"\" loading=\"lazy\" \/><\/figure><div class=\"elementor-image-box-content\"><h3 class=\"elementor-image-box-title\">Inertial Measurement Unit<\/h3><p class=\"elementor-image-box-description\">IMU sensor yang dipakai pada proyek ini adalah IMU dengan 6 Degree of Freedom (DoF) yang memiliki elemen akselerometer dan giroskop<\/p><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-77dee58 elementor-position-top elementor-widget elementor-widget-image-box\" data-id=\"77dee58\" data-element_type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-image-box-wrapper\"><figure class=\"elementor-image-box-img\"><img decoding=\"async\" src=\"https:\/\/www.inovex.de\/wp-content\/uploads\/2021\/03\/technologie-partner-hive-mq.png\" title=\"\" alt=\"\" loading=\"lazy\" \/><\/figure><div class=\"elementor-image-box-content\"><h3 class=\"elementor-image-box-title\">MQTT<\/h3><p class=\"elementor-image-box-description\">Bertanggungjawab atas komunikasi yang dilakukan. MQTT digunakan karena dapat mengirimkan berbagai topik sekaligus.<\/p><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f6c51c5 elementor-position-top elementor-widget elementor-widget-image-box\" data-id=\"f6c51c5\" data-element_type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-image-box-wrapper\"><figure class=\"elementor-image-box-img\"><img decoding=\"async\" src=\"https:\/\/media.springernature.com\/lw1200\/springer-static\/image\/art%3A10.1007%2Fs12145-024-01285-8\/MediaObjects\/12145_2024_1285_Fig4_HTML.png\" title=\"\" alt=\"\" loading=\"lazy\" \/><\/figure><div class=\"elementor-image-box-content\"><h3 class=\"elementor-image-box-title\">Convolutional Neural Network<\/h3><p class=\"elementor-image-box-description\">Merupakan machine learning yang digunakan perangkat untuk bisa mengklasifikasikan pukulan kedalam 5 kelas.<\/p><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f3dc5d4 elementor-position-top elementor-widget elementor-widget-image-box\" data-id=\"f3dc5d4\" data-element_type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-image-box-wrapper\"><figure class=\"elementor-image-box-img\"><img decoding=\"async\" src=\"https:\/\/miro.medium.com\/v2\/resize:fit:1200\/1*Iur3Jsb2npZVRoldE3TOmA.png\" title=\"\" alt=\"\" loading=\"lazy\" \/><\/figure><div class=\"elementor-image-box-content\"><h3 class=\"elementor-image-box-title\">TensorFlow Lite Micro<\/h3><p class=\"elementor-image-box-description\">Teknologi yang digunakan untuk melakukan deployment ke microcontroller ESP32.<\/p><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9ae0612 elementor-position-top elementor-widget elementor-widget-image-box\" data-id=\"9ae0612\" data-element_type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-image-box-wrapper\"><figure class=\"elementor-image-box-img\"><img decoding=\"async\" src=\"https:\/\/miro.medium.com\/v2\/resize:fit:1200\/1*fMPUMki182HzyVZvo_awDw.png\" title=\"\" alt=\"\" loading=\"lazy\" \/><\/figure><div class=\"elementor-image-box-content\"><h3 class=\"elementor-image-box-title\">SQLite3<\/h3><p class=\"elementor-image-box-description\">Tempat menyimpan data hasil latihan yang digunakan untuk melakukan evaluasi latihan tinju.<\/p><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-807eb1d e-flex e-con-boxed e-con e-parent\" data-id=\"807eb1d\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d1281ee elementor-widget elementor-widget-heading\" data-id=\"d1281ee\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><h2><b>\ud83d\udcf2 Visit Our GitHub!<\/b><span><\/span><\/h2><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-fb73d5e e-con-full e-flex e-con e-child\" data-id=\"fb73d5e\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a752574 elementor-widget elementor-widget-text-editor\" data-id=\"a752574\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><a href=\"https:\/\/github.com\/yudhisthereal\/BoxingHands\/tree\/master\">https:\/\/github.com\/yudhisthereal\/BoxingHands\/tree\/master<\/a><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Project Domain Proyek BoxingHands jatuh ke dalam kategori Wearable Devices yang dipasangkan dengan web dashboard interaktif, yang dapat menyajikan statistik tinju yang dilakukan pengguna berupa grafik 2D, dilengkapi visualisasi garis pukulan 3D, menggunakan data real-time sensor IMU untuk klasifikasi jenis tinju oleh model CNN 1D yang berjalan di mikrokontroler ESP32. Komunikasi data antara ESP32 dengan&#8230;<\/p>\n","protected":false},"author":349,"featured_media":5323,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_kad_post_transparent":"default","_kad_post_title":"default","_kad_post_layout":"default","_kad_post_sidebar_id":"","_kad_post_content_style":"default","_kad_post_vertical_padding":"default","_kad_post_feature":"","_kad_post_feature_position":"","_kad_post_header":false,"_kad_post_footer":false,"_kad_post_classname":"","footnotes":""},"categories":[1,10],"tags":[],"class_list":["post-3849","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-capstone","category-wearable-devices"],"_links":{"self":[{"href":"https:\/\/filkom.ub.ac.id\/project\/wp-json\/wp\/v2\/posts\/3849","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/filkom.ub.ac.id\/project\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/filkom.ub.ac.id\/project\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/filkom.ub.ac.id\/project\/wp-json\/wp\/v2\/users\/349"}],"replies":[{"embeddable":true,"href":"https:\/\/filkom.ub.ac.id\/project\/wp-json\/wp\/v2\/comments?post=3849"}],"version-history":[{"count":57,"href":"https:\/\/filkom.ub.ac.id\/project\/wp-json\/wp\/v2\/posts\/3849\/revisions"}],"predecessor-version":[{"id":12266,"href":"https:\/\/filkom.ub.ac.id\/project\/wp-json\/wp\/v2\/posts\/3849\/revisions\/12266"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/filkom.ub.ac.id\/project\/wp-json\/wp\/v2\/media\/5323"}],"wp:attachment":[{"href":"https:\/\/filkom.ub.ac.id\/project\/wp-json\/wp\/v2\/media?parent=3849"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/filkom.ub.ac.id\/project\/wp-json\/wp\/v2\/categories?post=3849"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/filkom.ub.ac.id\/project\/wp-json\/wp\/v2\/tags?post=3849"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}