{"id":1434,"date":"2023-08-31T08:17:05","date_gmt":"2023-08-31T08:17:05","guid":{"rendered":"https:\/\/babyai-hub.vizdata.tech\/?p=1434"},"modified":"2023-09-12T07:19:46","modified_gmt":"2023-09-12T07:19:46","slug":"ai-smart-city-surveillance-the-armed-cctv-footage-model-acf-model","status":"publish","type":"post","link":"https:\/\/babyai-hub.vizdata.tech\/?p=1434","title":{"rendered":"AI-Smart City Surveillance : The Armed CCTV Footage Model (ACF Model)"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"1434\" class=\"elementor elementor-1434\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-4d6beb7 e-flex e-con-boxed e-con e-parent\" data-id=\"4d6beb7\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\" data-core-v316-plus=\"true\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d6d84f2 elementor-widget elementor-widget-heading\" data-id=\"d6d84f2\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.16.0 - 23-08-2023 *\/\n.elementor-heading-title{padding:0;margin:0;line-height:1}.elementor-widget-heading .elementor-heading-title[class*=elementor-size-]>a{color:inherit;font-size:inherit;line-height:inherit}.elementor-widget-heading .elementor-heading-title.elementor-size-small{font-size:15px}.elementor-widget-heading .elementor-heading-title.elementor-size-medium{font-size:19px}.elementor-widget-heading .elementor-heading-title.elementor-size-large{font-size:29px}.elementor-widget-heading .elementor-heading-title.elementor-size-xl{font-size:39px}.elementor-widget-heading .elementor-heading-title.elementor-size-xxl{font-size:59px}<\/style><h2 class=\"elementor-heading-title elementor-size-default\">The Armed CCTV Footage Model (ACF Model)<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c0e66eb elementor-widget elementor-widget-heading\" data-id=\"c0e66eb\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><b>AI-Smart City SurveillanceModel AI Project<\/b><\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f19905c elementor-widget elementor-widget-spacer\" data-id=\"f19905c\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.16.0 - 23-08-2023 *\/\n.elementor-column 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xmlns=&#039;http:\/\/www.w3.org\/2000\/svg&#039; preserveAspectRatio=&#039;none&#039; overflow=&#039;visible&#039; height=&#039;100%&#039; viewBox=&#039;0 0 20 16&#039; fill=&#039;none&#039; stroke=&#039;black&#039; stroke-width=&#039;1&#039; stroke-linecap=&#039;square&#039; stroke-miterlimit=&#039;10&#039;%3E%3Cg transform=&#039;translate(-12.000000, 0)&#039;%3E%3Cpath d=&#039;M28,0L10,18&#039;\/%3E%3Cpath d=&#039;M18,0L0,18&#039;\/%3E%3Cpath d=&#039;M48,0L30,18&#039;\/%3E%3Cpath d=&#039;M38,0L20,18&#039;\/%3E%3C\/g%3E%3C\/svg%3E&quot;);\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t\t<h1 class=\"elementor-divider__text elementor-divider__element\">\n\t\t\t\tDISCRIPTION\t\t\t\t<\/h1>\n\t\t\t\t\t\t<\/span>\n\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-af5fbb2 elementor-widget elementor-widget-spacer\" data-id=\"af5fbb2\" 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<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\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-d8e6f38 e-flex e-con-boxed e-con e-parent\" data-id=\"d8e6f38\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\" data-core-v316-plus=\"true\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2725182 elementor-widget elementor-widget-heading\" data-id=\"2725182\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><img decoding=\"async\" draggable=\"false\" role=\"img\" class=\"emoji\" alt=\"\u25b6\" src=\"https:\/\/s.w.org\/images\/core\/emoji\/14.0.0\/svg\/25b6.svg\" style=\"font-family: Sarabun, sans-serif; font-size: 16px; font-style: normal; font-weight: 300; background-color: rgb(255, 255, 255);\"><span style=\"font-family: Sarabun, sans-serif; font-size: 16px; font-style: normal; font-weight: 300;\"> <\/span>GitHub: The-ACF-Model<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5e89ef4 elementor-widget elementor-widget-heading\" data-id=\"5e89ef4\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">The processes for building the ACF model, including training the object recognition model, training the custom model, evaluating the custom model, exporting the inference_graph, and testing the model, are presented on GitHub.<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-179d744 elementor-widget elementor-widget-heading\" data-id=\"179d744\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">You can use the download export model of your choice:<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f772e91 elementor-widget elementor-widget-heading\" data-id=\"f772e91\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/media.vizdata.tech\/index.php\/s\/4alvJBXJuDgxXcW\">ACF model training<\/a><\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b789e1b elementor-widget elementor-widget-heading\" data-id=\"b789e1b\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/media.vizdata.tech\/index.php\/s\/4alvJBXJuDgxXcW\">\u2022 EfficientDet D0<\/a><\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b026c77 elementor-widget elementor-widget-heading\" data-id=\"b026c77\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/media.vizdata.tech\/index.php\/s\/4alvJBXJuDgxXcW\">\u2022 SSD MobileNet V2<\/a><\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-eab3e0a elementor-widget elementor-widget-heading\" data-id=\"eab3e0a\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/media.vizdata.tech\/index.php\/s\/4alvJBXJuDgxXcW\">\u2022 Faster RCNN Inception Resnet V2<\/a><\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1adef10 elementor-widget elementor-widget-heading\" data-id=\"1adef10\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/media.vizdata.tech\/index.php\/s\/4alvJBXJuDgxXcW\">ACF Tiling Dataset training:<\/a><\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-41e5faa elementor-widget elementor-widget-heading\" data-id=\"41e5faa\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/media.vizdata.tech\/index.php\/s\/4alvJBXJuDgxXcW\">\u2022 EfficientDet D0<\/a><\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2e5e30b elementor-widget elementor-widget-heading\" data-id=\"2e5e30b\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/media.vizdata.tech\/index.php\/s\/4alvJBXJuDgxXcW\">\u2022 SSD MobileNet V2<\/a><\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b661e9c elementor-widget elementor-widget-heading\" data-id=\"b661e9c\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/media.vizdata.tech\/index.php\/s\/4alvJBXJuDgxXcW\">\u2022 Faster RCNN Inception Resnet V2<\/a><\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2f9dd40 elementor-widget elementor-widget-heading\" data-id=\"2f9dd40\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/media.vizdata.tech\/index.php\/s\/4alvJBXJuDgxXcW\">You can download and install the ACF model from here<\/a><\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2c41070 elementor-widget elementor-widget-heading\" data-id=\"2c41070\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/media.vizdata.tech\/index.php\/s\/4alvJBXJuDgxXcW\">https:\/\/github.com\/iCUBE-Laboratory\/The-Armed-CCTV-Footage<\/a><\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b1b7488 elementor-widget elementor-widget-heading\" data-id=\"b1b7488\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/media.vizdata.tech\/index.php\/s\/4alvJBXJuDgxXcW\">For more information, please visit our publication<\/a><\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9b748e4 elementor-widget elementor-widget-heading\" data-id=\"9b748e4\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/doi.org\/10.3390\/s22197158\u200b\">https:\/\/doi.org\/10.3390\/s22197158<\/a><\/h2>\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-60e98f1 e-flex 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