{"id":2820,"date":"2025-04-10T10:15:06","date_gmt":"2025-04-10T08:15:06","guid":{"rendered":"https:\/\/fitstraffic.com\/?p=2820"},"modified":"2025-04-10T11:25:09","modified_gmt":"2025-04-10T09:25:09","slug":"computer-vision-in-traffic-and-mobility-real-world-applications-and-technology-comparison","status":"publish","type":"post","link":"https:\/\/fitstraffic.com\/en\/computer-vision-in-traffic-and-mobility-real-world-applications-and-technology-comparison\/","title":{"rendered":"Computer Vision in Traffic and Mobility: Real-World Applications and Technology Comparison"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"2820\" class=\"elementor elementor-2820\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4f59c742 e-flex e-con-boxed e-con e-parent\" data-id=\"4f59c742\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-28a8d38e elementor-widget elementor-widget-heading\" data-id=\"28a8d38e\" data-element_type=\"widget\" data-e-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\">Computer Vision in Traffic and Mobility: Real-World Applications and Technology Comparison<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-14fa699d elementor-widget elementor-widget-heading\" data-id=\"14fa699d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span class=\"elementor-heading-title elementor-size-default\">April 10, 2025<\/span>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-38940773 elementor-widget elementor-widget-spacer\" data-id=\"38940773\" data-element_type=\"widget\" data-e-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-6f910d4b elementor-widget elementor-widget-image\" data-id=\"6f910d4b\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;motion_fx_motion_fx_scrolling&quot;:&quot;yes&quot;,&quot;motion_fx_scale_effect&quot;:&quot;yes&quot;,&quot;motion_fx_scale_direction&quot;:&quot;in-out&quot;,&quot;motion_fx_scale_speed&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:1,&quot;sizes&quot;:[]},&quot;motion_fx_scale_range&quot;:{&quot;unit&quot;:&quot;%&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:{&quot;start&quot;:24,&quot;end&quot;:64}},&quot;motion_fx_devices&quot;:[&quot;desktop&quot;,&quot;tablet&quot;,&quot;mobile&quot;]}\" 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=\"800\" height=\"450\" src=\"https:\/\/fitstraffic.com\/wp-content\/uploads\/2025\/04\/Overview-images-1024x576.webp\" class=\"attachment-large size-large wp-image-2825\" alt=\"Computer Vision in Traffic and Mobility\" srcset=\"https:\/\/fitstraffic.com\/wp-content\/uploads\/2025\/04\/Overview-images-1024x576.webp 1024w, https:\/\/fitstraffic.com\/wp-content\/uploads\/2025\/04\/Overview-images-300x169.webp 300w, https:\/\/fitstraffic.com\/wp-content\/uploads\/2025\/04\/Overview-images-768x432.webp 768w, https:\/\/fitstraffic.com\/wp-content\/uploads\/2025\/04\/Overview-images-18x10.webp 18w, https:\/\/fitstraffic.com\/wp-content\/uploads\/2025\/04\/Overview-images.webp 1048w\" sizes=\"(max-width: 800px) 100vw, 800px\" title=\"-\">\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-449ad3ab e-flex e-con-boxed e-con e-parent\" data-id=\"449ad3ab\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-e92da7e e-flex e-con-boxed e-con e-child\" data-id=\"e92da7e\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3daf409f elementor-widget elementor-widget-text-editor\" data-id=\"3daf409f\" data-element_type=\"widget\" data-e-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><span style=\"font-weight: 400;\">Computer vision is changing the game in traffic and mobility. It turns visual data into useful insights. This tech helps reduce traffic jams, makes roads safer, and improves city planning.<\/span><\/p><p><span style=\"font-weight: 400;\">This article explores how computer vision evolved in time and how it works in real life. It looks at different technologies and what they need to work. It also talks about the results we see from using these systems.<\/span><\/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-3a71248 elementor-widget elementor-widget-heading\" data-id=\"3a71248\" data-element_type=\"widget\" data-e-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\">The Evolution of Computer Vision in Traffic Monitoring: From Centralized Analysis to Edge Intelligence\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-55856b06 elementor-widget elementor-widget-text-editor\" data-id=\"55856b06\" data-element_type=\"widget\" data-e-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><span style=\"font-weight: 400;\">Computer vision has come a long way from being a futuristic concept to a mature technology transforming industries such as healthcare, manufacturing, and &#8211; perhaps most visibly &#8211; mobility and traffic management. The ability to analyze video footage automatically became possible in the 1960s and 70s, with early work carried out at MIT\u2019s Artificial Intelligence Laboratory. However, it wasn\u2019t until the 1990s that academic and industrial interest in practical video analysis truly accelerated, thanks to advancements in image processing algorithms and increased computing power.<\/span><\/p><p><span style=\"font-weight: 400;\">The 2010s marked a turning point, as the rise of deep learning and artficial neural networks (AI) enabled far more accurate detection, classification, and tracking of objects within video streams. Around the same time, we saw the emergence of <\/span><b>Edge Computing &#8211; <\/b><span style=\"font-weight: 400;\">a paradigm shift that allowed data to be processed directly at the source (e.g., within cameras or nearby gateways), rather than in distant cloud servers. This significantly reduced latency, bandwidth usage, and dependency on internet connectivity, making real-time video analysis at scale feasible for the first time.<\/span><\/p><p><span style=\"font-weight: 400;\">Key milestones on the path to today\u2019s intelligent video systems include:<\/span><\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">The development of OpenCV (Open Source Computer Vision Library) in 1999, democratizing access to image processing tools.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">The launch of affordable, AI-capable edge devices such as the NVIDIA Jetson series (from 2014 onwards).<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">The integration of computer vision in urban traffic platforms, including automatic incident detection, vehicle counting, and behavior analysis.<\/span><\/li><\/ul><p><span style=\"font-weight: 400;\">In European capitals, the density of surveillance cameras varies widely, but estimates suggest an average of <\/span><b>300 to 1000 public surveillance cameras per city<\/b><span style=\"font-weight: 400;\">, with cities like London and Paris ranking at the higher end. While many of these cameras were originally installed for security purposes, they increasingly form the backbone of modern urban analytics. When upgraded or connected to AI-driven systems, these existing infrastructures can serve as valuable tools for <\/span><b>traffic monitoring, congestion management, and safety enhancement<\/b><span style=\"font-weight: 400;\">.<\/span><\/p><p><span style=\"font-weight: 400;\">With the combination of edge computing and intelligent video analytics, the vision of responsive, data-driven traffic ecosystems is no longer theoretical\u2014it&#8217;s unfolding on the streets of our cities.<\/span><\/p><p><span style=\"font-weight: 400;\">Real-World Applications of Computer Vision in Traffic and Mobility.<\/span><\/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-79983743 elementor-widget elementor-widget-heading\" data-id=\"79983743\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">1. Traffic Flow Monitoring and Congestion Detection\n<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-17d3d0c3 elementor-widget elementor-widget-text-editor\" data-id=\"17d3d0c3\" data-element_type=\"widget\" data-e-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><span style=\"font-weight: 400;\">Cities are using computer vision to keep an eye on traffic. For example, Barcelona is using AI to make traffic lights smarter. This aims to cut down traffic jams by 20%.<\/span><\/p><p><span style=\"font-weight: 400;\">These smart lights adjust based on how busy the roads are. This makes traffic move better and saves time.\u00a0<\/span><a href=\"https:\/\/kurrant.com\/kurrantly-news\/barcelona-to-reduce-traffic-congestion-by-20-with-ai-powered-smart-traffic-lights\" rel=\"nofollow noopener\" target=\"_blank\"><span style=\"font-weight: 400;\">Kurrant<\/span><\/a><\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Technology Used: Image analytics using object detection algorithms.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Infrastructure Requirements: Moderate\u2014needs cameras that can process data fast.\u00a0<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Outcomes: Better traffic flow, less congestion, and faster travel times.\u00a0<\/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-77df6f8f elementor-widget elementor-widget-heading\" data-id=\"77df6f8f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">2. Smart Parking Management\n<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5a168792 elementor-widget elementor-widget-text-editor\" data-id=\"5a168792\" data-element_type=\"widget\" data-e-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><span style=\"font-weight: 400;\">San Francisco&#8217;s SFpark program shows how computer vision helps with parking. It uses sensors and cameras to share parking info in real-time. This helps drivers find spots faster.<\/span><\/p><p><span style=\"font-weight: 400;\">This smart pricing strategy encourages parking in less busy areas. It reduces traffic in busy spots. (<a href=\"https:\/\/en.wikipedia.org\/wiki\/SFpark\" target=\"_blank\" rel=\"noopener nofollow\">Source<\/a>)<\/span><\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Technology Used: Image recognition and Optical Character Recognition (OCR) for license plates.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Infrastructure Requirements: Low to medium\u2014uses cameras or sensors with cloud or edge computing.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Outcomes: More parking spots, less time looking for them, and less traffic.<\/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-14acd25d elementor-widget elementor-widget-heading\" data-id=\"14acd25d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">3. Incident and Accident Detection\n<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-45b63498 elementor-widget elementor-widget-text-editor\" data-id=\"45b63498\" data-element_type=\"widget\" data-e-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><span style=\"font-weight: 400;\">Real-time video analytics help spot incidents like accidents or illegal driving. Dubai&#8217;s Smart Traffic Systems use this tech to quickly respond to accidents. This makes roads safer. <\/span><a href=\"https:\/\/www.khaleejtimes.com\/uae\/transport\/dubai-smart-traffic-system-to-cover-100-of-the-main-road-network-by-2026\" rel=\"nofollow noopener\" target=\"_blank\"><span style=\"font-weight: 400;\">Dubai: Smart traffic system to cover 100% of the main road network by 2026<\/span><\/a><\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Technology Used: Video analytics with motion tracking and anomaly detection.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Infrastructure Requirements: High\u2014needs real-time video processing and edge computing.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Outcomes: Quick incident detection and response, safer roads, and better traffic management.<\/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-56ad420 elementor-widget elementor-widget-heading\" data-id=\"56ad420\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">4. Pedestrian and Cyclist Detection\n<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-40e5ad1 elementor-widget elementor-widget-text-editor\" data-id=\"40e5ad1\" data-element_type=\"widget\" data-e-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><span style=\"font-weight: 400;\">Computer vision systems are learning to spot pedestrians and cyclists. This helps make traffic signals smarter and safer for everyone. <\/span><a href=\"https:\/\/www.theurbanist.org\/2024\/02\/23\/how-copenhagen-is-leading-the-world-in-sustainability\/\" rel=\"nofollow noopener\" target=\"_blank\"><span style=\"font-weight: 400;\">How Copenhagen is Leading the World in Sustainability &#8211; The Urbanist<\/span><\/a><\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Technology Used: Real-time video tracking with person and object recognition algorithms.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Infrastructure Requirements: Medium\u2014requires continuous video feeds and edge processing capabilities.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Outcomes: Enhanced pedestrian and cyclist safety, improved traffic signal timing, and reduced accidents. <\/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-9877e7f elementor-widget elementor-widget-heading\" data-id=\"9877e7f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">5. Law Enforcement and Safety Compliance\n<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-02860ce elementor-widget elementor-widget-text-editor\" data-id=\"02860ce\" data-element_type=\"widget\" data-e-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>Advanced computer vision systems are now also used to support law enforcement efforts.<br \/>Solutions like <a href=\"https:\/\/fitstraffic.com\/en\/computer-vision-solution-for-transportation\/\">Fits Traffic\u2019s Computer Vision System<\/a> enable authorities to monitor<br \/>intersections, railway crossings, and ensure road sign compliance in real-time.<\/p><p>These capabilities enhance public safety by detecting violations and potential hazards before they escalate.<\/p><p><a href=\"https:\/\/www.itsinternational.com\/feature\/towards-intelligent-road-infrastructure\" target=\"_blank\" rel=\"noopener nofollow\">Towards intelligent road infrastructure | ITS International<\/a><\/p><ul><li>Technology Used: AI-driven video analytics with real-time object detection and<br \/>classification.<\/li><li>Infrastructure Requirements: Medium to high\u2014requires camera networks and edge<br \/>computing.<\/li><li>Outcomes: Improved enforcement, fewer violations, and enhanced transportation<br \/>safety.<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-e3294b0 e-grid e-con-full e-con e-child\" data-id=\"e3294b0\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-12c9dd9 elementor-widget elementor-widget-text-editor\" data-id=\"12c9dd9\" data-element_type=\"widget\" data-e-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<h6>Feature<\/h6>\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-14d72b0 elementor-widget elementor-widget-text-editor\" data-id=\"14d72b0\" data-element_type=\"widget\" data-e-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<h6>Image Analytics<\/h6>\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-cbd28ca elementor-widget elementor-widget-text-editor\" data-id=\"cbd28ca\" data-element_type=\"widget\" data-e-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<h6>Video Analytics<\/h6>\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-1e645a1 elementor-widget elementor-widget-text-editor\" data-id=\"1e645a1\" data-element_type=\"widget\" data-e-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>Best Suited For<\/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-dcbe2c9 elementor-widget elementor-widget-text-editor\" data-id=\"dcbe2c9\" data-element_type=\"widget\" data-e-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>Periodic monitoring, parking management, license plate recognition<\/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-ba08b1d elementor-widget elementor-widget-text-editor\" data-id=\"ba08b1d\" data-element_type=\"widget\" data-e-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>Real-time event detection, movement tracking, incident analysis<\/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-7a76aeb elementor-widget elementor-widget-text-editor\" data-id=\"7a76aeb\" data-element_type=\"widget\" data-e-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>Infrastructure Needs<\/p><p>\u00a0<\/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-6f62062 elementor-widget elementor-widget-text-editor\" data-id=\"6f62062\" data-element_type=\"widget\" data-e-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>Lower\u2014requires only snapshots or periodic image feeds<\/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-1a9e793 elementor-widget elementor-widget-text-editor\" data-id=\"1a9e793\" data-element_type=\"widget\" data-e-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>Higher\u2014necessitates continuous video feeds and substantial processing power<\/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-ee6aea5 elementor-widget elementor-widget-text-editor\" data-id=\"ee6aea5\" data-element_type=\"widget\" data-e-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>Cost<\/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-70a6d2d elementor-widget elementor-widget-text-editor\" data-id=\"70a6d2d\" data-element_type=\"widget\" data-e-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>More cost-effective due to reduced data and processing requirements<\/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-ec31b83 elementor-widget elementor-widget-text-editor\" data-id=\"ec31b83\" data-element_type=\"widget\" data-e-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>Higher costs associated with data storage and computational resources<\/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-eb2a0c5 elementor-widget elementor-widget-text-editor\" data-id=\"eb2a0c5\" data-element_type=\"widget\" data-e-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>Use Cases<\/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-2b28e21 elementor-widget elementor-widget-text-editor\" data-id=\"2b28e21\" data-element_type=\"widget\" data-e-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>Parking occupancy detection, license plate recognition, vehicle counting<\/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-ddbe5f8 elementor-widget elementor-widget-text-editor\" data-id=\"ddbe5f8\" data-element_type=\"widget\" data-e-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\tBehavior tracking, real-time incident detection, traffic flow analysis\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-8efb40e elementor-widget elementor-widget-text-editor\" data-id=\"8efb40e\" data-element_type=\"widget\" data-e-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>Limitations<\/p><p>\u00a0<\/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-065ca15 elementor-widget elementor-widget-text-editor\" data-id=\"065ca15\" data-element_type=\"widget\" data-e-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>Limited to static or periodic data capture, less effective for dynamic event detection<\/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-4a77759 elementor-widget elementor-widget-text-editor\" data-id=\"4a77759\" data-element_type=\"widget\" data-e-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>Requires significant infrastructure and maintenance, higher complexity<\/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<div class=\"elementor-element elementor-element-73060e5 elementor-widget elementor-widget-text-editor\" data-id=\"73060e5\" data-element_type=\"widget\" data-e-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><b>Infrastructure Considerations and Outcomes<\/b><\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Image Analytics Systems: Ideal for applications requiring periodic data capture, such as parking management and license plate recognition. These systems are less infrastructure-intensive, relying on fixed cameras that capture snapshots at intervals. The outcomes include improved operational efficiency and data-driven decision-making with relatively low investment.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Video Analytics Systems: Suited for dynamic, real-time applications like incident detection and traffic flow analysis. These systems demand continuous video feeds and substantial processing capabilities, leading to higher infrastructure costs. However, they provide comprehensive insights and enable immediate responses to traffic events, significantly enhancing safety and efficiency.<\/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-6a17be67 elementor-widget-divider--separator-type-pattern elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"6a17be67\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\" style=\"--divider-pattern-url: url(&quot;data:image\/svg+xml,%3Csvg 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<\/span>\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-9b59c8a elementor-widget elementor-widget-heading\" data-id=\"9b59c8a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Conclusion<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-187423e4 elementor-widget elementor-widget-text-editor\" data-id=\"187423e4\" data-element_type=\"widget\" data-e-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><span style=\"font-weight: 400;\">Computer vision technologies are key to modernizing traffic and mobility management. By choosing the right technology\u2014image or video analytics\u2014cities can tackle traffic issues. This leads to better safety and more efficient urban transport systems.<\/span><\/p>\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\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6c75ca2a e-flex e-con-boxed e-con e-parent\" data-id=\"6c75ca2a\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1f9f220a elementor-widget elementor-widget-heading\" data-id=\"1f9f220a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Other articles<\/h4>\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-70939f7 e-flex e-con-boxed e-con e-parent\" data-id=\"70939f7\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-192c501a elementor-grid-3 elementor-grid-tablet-2 elementor-grid-mobile-1 elementor-posts--thumbnail-top elementor-widget elementor-widget-posts\" data-id=\"192c501a\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;classic_row_gap&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:24,&quot;sizes&quot;:[]},&quot;classic_columns&quot;:&quot;3&quot;,&quot;classic_columns_tablet&quot;:&quot;2&quot;,&quot;classic_columns_mobile&quot;:&quot;1&quot;,&quot;classic_row_gap_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;classic_row_gap_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"posts.classic\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-posts-container elementor-posts elementor-posts--skin-classic elementor-grid\" role=\"list\">\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-3503 post type-post status-publish format-standard has-post-thumbnail hentry category-blog tag-blog\" role=\"listitem\">\n\t\t\t\t<a class=\"elementor-post__thumbnail__link\" href=\"https:\/\/fitstraffic.com\/en\/rural-mobility-in-low-density-regions-human-centred-traffic-management-solutions\/\" tabindex=\"-1\">\n\t\t\t<div class=\"elementor-post__thumbnail\"><img decoding=\"async\" width=\"2560\" height=\"1618\" src=\"https:\/\/fitstraffic.com\/wp-content\/uploads\/2026\/04\/pexels-nikita-parev-87687539-9006771-scaled.jpg\" class=\"attachment-full size-full wp-image-3504\" alt=\"\" title=\"-\" srcset=\"https:\/\/fitstraffic.com\/wp-content\/uploads\/2026\/04\/pexels-nikita-parev-87687539-9006771-scaled.jpg 2560w, https:\/\/fitstraffic.com\/wp-content\/uploads\/2026\/04\/pexels-nikita-parev-87687539-9006771-300x190.jpg 300w, https:\/\/fitstraffic.com\/wp-content\/uploads\/2026\/04\/pexels-nikita-parev-87687539-9006771-1024x647.jpg 1024w, https:\/\/fitstraffic.com\/wp-content\/uploads\/2026\/04\/pexels-nikita-parev-87687539-9006771-768x485.jpg 768w, https:\/\/fitstraffic.com\/wp-content\/uploads\/2026\/04\/pexels-nikita-parev-87687539-9006771-1536x971.jpg 1536w, https:\/\/fitstraffic.com\/wp-content\/uploads\/2026\/04\/pexels-nikita-parev-87687539-9006771-2048x1294.jpg 2048w, https:\/\/fitstraffic.com\/wp-content\/uploads\/2026\/04\/pexels-nikita-parev-87687539-9006771-18x12.jpg 18w\" sizes=\"(max-width: 2560px) 100vw, 2560px\" \/><\/div>\n\t\t<\/a>\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<h4 class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/fitstraffic.com\/en\/rural-mobility-in-low-density-regions-human-centred-traffic-management-solutions\/\">\n\t\t\t\tRural Mobility in Low-Density Regions: Human-Centred Traffic Management Solutions\t\t\t<\/a>\n\t\t<\/h4>\n\t\t\n\t\t<a class=\"elementor-post__read-more\" href=\"https:\/\/fitstraffic.com\/en\/rural-mobility-in-low-density-regions-human-centred-traffic-management-solutions\/\" aria-label=\"Read more about Rural Mobility in Low-Density Regions: Human-Centred Traffic Management Solutions\" tabindex=\"-1\">\n\t\t\tRead More\t\t<\/a>\n\n\t\t\t\t<\/div>\n\t\t\t\t<\/article>\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-3414 post type-post status-publish format-standard has-post-thumbnail hentry category-blog tag-blog\" role=\"listitem\">\n\t\t\t\t<a class=\"elementor-post__thumbnail__link\" href=\"https:\/\/fitstraffic.com\/en\/event-traffic-management-what-happens-when-a-city-hits-its-limit\/\" tabindex=\"-1\">\n\t\t\t<div class=\"elementor-post__thumbnail\"><img decoding=\"async\" width=\"2560\" height=\"1678\" src=\"https:\/\/fitstraffic.com\/wp-content\/uploads\/2026\/03\/pexels-pixabay-258804-scaled.jpg\" class=\"attachment-full size-full wp-image-3415\" alt=\"\" title=\"-\" srcset=\"https:\/\/fitstraffic.com\/wp-content\/uploads\/2026\/03\/pexels-pixabay-258804-scaled.jpg 2560w, https:\/\/fitstraffic.com\/wp-content\/uploads\/2026\/03\/pexels-pixabay-258804-300x197.jpg 300w, https:\/\/fitstraffic.com\/wp-content\/uploads\/2026\/03\/pexels-pixabay-258804-1024x671.jpg 1024w, https:\/\/fitstraffic.com\/wp-content\/uploads\/2026\/03\/pexels-pixabay-258804-768x504.jpg 768w, https:\/\/fitstraffic.com\/wp-content\/uploads\/2026\/03\/pexels-pixabay-258804-1536x1007.jpg 1536w, https:\/\/fitstraffic.com\/wp-content\/uploads\/2026\/03\/pexels-pixabay-258804-2048x1343.jpg 2048w, https:\/\/fitstraffic.com\/wp-content\/uploads\/2026\/03\/pexels-pixabay-258804-18x12.jpg 18w\" sizes=\"(max-width: 2560px) 100vw, 2560px\" \/><\/div>\n\t\t<\/a>\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<h4 class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/fitstraffic.com\/en\/event-traffic-management-what-happens-when-a-city-hits-its-limit\/\">\n\t\t\t\tEvent Traffic Management: What Happens When a City Hits Its Limit?\t\t\t<\/a>\n\t\t<\/h4>\n\t\t\n\t\t<a class=\"elementor-post__read-more\" href=\"https:\/\/fitstraffic.com\/en\/event-traffic-management-what-happens-when-a-city-hits-its-limit\/\" aria-label=\"Read more about Event Traffic Management: What Happens When a City Hits Its Limit?\" tabindex=\"-1\">\n\t\t\tRead More\t\t<\/a>\n\n\t\t\t\t<\/div>\n\t\t\t\t<\/article>\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-3334 post type-post status-publish format-standard has-post-thumbnail hentry category-blog tag-blog\" role=\"listitem\">\n\t\t\t\t<a class=\"elementor-post__thumbnail__link\" href=\"https:\/\/fitstraffic.com\/en\/smart-cities-or-surveillance-cities-the-ethics-of-traffic-data-in-2026-and-beyond\/\" tabindex=\"-1\">\n\t\t\t<div class=\"elementor-post__thumbnail\"><img loading=\"lazy\" decoding=\"async\" width=\"1328\" height=\"737\" src=\"https:\/\/fitstraffic.com\/wp-content\/uploads\/2026\/02\/Crosswalk_people.png\" class=\"attachment-full size-full wp-image-3335\" alt=\"\" title=\"-\" srcset=\"https:\/\/fitstraffic.com\/wp-content\/uploads\/2026\/02\/Crosswalk_people.png 1328w, https:\/\/fitstraffic.com\/wp-content\/uploads\/2026\/02\/Crosswalk_people-300x166.png 300w, https:\/\/fitstraffic.com\/wp-content\/uploads\/2026\/02\/Crosswalk_people-1024x568.png 1024w, https:\/\/fitstraffic.com\/wp-content\/uploads\/2026\/02\/Crosswalk_people-768x426.png 768w, https:\/\/fitstraffic.com\/wp-content\/uploads\/2026\/02\/Crosswalk_people-18x10.png 18w\" sizes=\"(max-width: 1328px) 100vw, 1328px\" \/><\/div>\n\t\t<\/a>\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<h4 class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/fitstraffic.com\/en\/smart-cities-or-surveillance-cities-the-ethics-of-traffic-data-in-2026-and-beyond\/\">\n\t\t\t\tSmart Cities or Surveillance Cities? The Ethics of Traffic Data in 2026 and Beyond\t\t\t<\/a>\n\t\t<\/h4>\n\t\t\n\t\t<a class=\"elementor-post__read-more\" href=\"https:\/\/fitstraffic.com\/en\/smart-cities-or-surveillance-cities-the-ethics-of-traffic-data-in-2026-and-beyond\/\" aria-label=\"Read more about Smart Cities or Surveillance Cities? The Ethics of Traffic Data in 2026 and Beyond\" tabindex=\"-1\">\n\t\t\tRead More\t\t<\/a>\n\n\t\t\t\t<\/div>\n\t\t\t\t<\/article>\n\t\t\t\t<\/div>\n\t\t\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-638cebd2 e-flex e-con-boxed e-con e-parent\" data-id=\"638cebd2\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-afc065d elementor-widget elementor-widget-heading\" data-id=\"afc065d\" data-element_type=\"widget\" data-e-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\">We are here to help<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-25595e8 elementor-widget elementor-widget-heading\" data-id=\"25595e8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span class=\"elementor-heading-title elementor-size-default\">We're here to help you with any questions you have - from how to get started to questions specific to your situation.<\/span>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6db7f626 elementor-align-center elementor-mobile-align-left elementor-widget elementor-widget-button\" data-id=\"6db7f626\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"#\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Get in touch<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\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\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Computer vision is<\/p>\n","protected":false},"author":1,"featured_media":2825,"comment_status":"closed","ping_status":"open","sticky":false,"template":"elementor_header_footer","format":"standard","meta":{"footnotes":""},"categories":[32],"tags":[],"class_list":["post-2820","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog"],"_links":{"self":[{"href":"https:\/\/fitstraffic.com\/en\/wp-json\/wp\/v2\/posts\/2820","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/fitstraffic.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/fitstraffic.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/fitstraffic.com\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/fitstraffic.com\/en\/wp-json\/wp\/v2\/comments?post=2820"}],"version-history":[{"count":11,"href":"https:\/\/fitstraffic.com\/en\/wp-json\/wp\/v2\/posts\/2820\/revisions"}],"predecessor-version":[{"id":3058,"href":"https:\/\/fitstraffic.com\/en\/wp-json\/wp\/v2\/posts\/2820\/revisions\/3058"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/fitstraffic.com\/en\/wp-json\/wp\/v2\/media\/2825"}],"wp:attachment":[{"href":"https:\/\/fitstraffic.com\/en\/wp-json\/wp\/v2\/media?parent=2820"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/fitstraffic.com\/en\/wp-json\/wp\/v2\/categories?post=2820"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/fitstraffic.com\/en\/wp-json\/wp\/v2\/tags?post=2820"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}