{"id":2858,"date":"2025-05-19T13:58:03","date_gmt":"2025-05-19T05:58:03","guid":{"rendered":"https:\/\/www.lilin-solutions.com\/?p=2858"},"modified":"2025-05-19T14:19:57","modified_gmt":"2025-05-19T06:19:57","slug":"%e6%99%ba%e8%83%bd%e6%94%9d%e5%bd%b1%e6%a9%9f%e5%8d%94%e5%8a%a9%e8%bb%8c%e9%81%93%e9%81%8b%e8%bc%b8%e9%98%b2%e7%af%84%e6%9c%aa%e7%84%b6","status":"publish","type":"post","link":"https:\/\/meritlilin.com\/en\/ai-surveillance-enhances-safety-and-efficiency-for-kaohsiung-light-rail\/","title":{"rendered":"Leveraging Smart Cameras for Proactive Risk Prevention"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"2858\" class=\"elementor elementor-2858\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-5d9e18af elementor-section-content-middle elementor-section-boxed ang-section-padding-initial elementor-section-height-default elementor-section-height-default elementor-repeater-item-none elementor-repeater-item-none_hover\" data-id=\"5d9e18af\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;background_motion_fx_motion_fx_scrolling&quot;:&quot;yes&quot;,&quot;background_motion_fx_translateY_effect&quot;:&quot;yes&quot;,&quot;background_motion_fx_translateY_speed&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:4,&quot;sizes&quot;:[]},&quot;background_motion_fx_translateY_affectedRange&quot;:{&quot;unit&quot;:&quot;%&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:{&quot;start&quot;:0,&quot;end&quot;:100}},&quot;background_motion_fx_devices&quot;:[&quot;desktop&quot;,&quot;tablet&quot;,&quot;mobile&quot;]}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-228d5c68 elementor-repeater-item-none elementor-repeater-item-none_hover\" data-id=\"228d5c68\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-88a6522 elementor-repeater-item-none elementor-repeater-item-none_hover elementor-widget elementor-widget-heading\" data-id=\"88a6522\" 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 - v3.23.0 - 25-07-2024 *\/\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><h1 class=\"elementor-heading-title elementor-size-default\">AI Surveillance Enhances Safety and Efficiency for Kaohsiung Light Rail<\/h1>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-4e66e859 elementor-section-boxed ang-section-padding-initial elementor-section-height-default elementor-section-height-default elementor-repeater-item-none elementor-repeater-item-none_hover\" data-id=\"4e66e859\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-73e65b0 elementor-repeater-item-none elementor-repeater-item-none_hover\" data-id=\"73e65b0\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-b7cfd1c elementor-repeater-item-none elementor-repeater-item-none_hover elementor-widget elementor-widget-heading\" data-id=\"b7cfd1c\" 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\">Leveraging Smart Cameras for Proactive Risk Prevention<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b6531dc rc8 external_elementor-repeater-item-none_external elementor-repeater-item-none elementor-repeater-item-none_hover elementor-widget elementor-widget-image\" data-id=\"b6531dc\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.23.0 - 25-07-2024 *\/\n.elementor-widget-image{text-align:center}.elementor-widget-image a{display:inline-block}.elementor-widget-image a img[src$=\".svg\"]{width:48px}.elementor-widget-image img{vertical-align:middle;display:inline-block}<\/style>\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"800\" height=\"513\" src=\"https:\/\/meritlilin.com\/wp-content\/uploads\/2025\/05\/QuickLook_GjluIbmqi1-1024x656.webp\" class=\"attachment-large size-large wp-image-2861\" alt=\"\" srcset=\"https:\/\/meritlilin.com\/wp-content\/uploads\/2025\/05\/QuickLook_GjluIbmqi1-1024x656.webp 1024w, https:\/\/meritlilin.com\/wp-content\/uploads\/2025\/05\/QuickLook_GjluIbmqi1-300x192.webp 300w, https:\/\/meritlilin.com\/wp-content\/uploads\/2025\/05\/QuickLook_GjluIbmqi1-768x492.webp 768w, https:\/\/meritlilin.com\/wp-content\/uploads\/2025\/05\/QuickLook_GjluIbmqi1-18x12.webp 18w, https:\/\/meritlilin.com\/wp-content\/uploads\/2025\/05\/QuickLook_GjluIbmqi1-600x384.webp 600w, https:\/\/meritlilin.com\/wp-content\/uploads\/2025\/05\/QuickLook_GjluIbmqi1.webp 1280w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\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-1b5bc27 elementor-repeater-item-none elementor-repeater-item-none_hover elementor-widget elementor-widget-text-editor\" data-id=\"1b5bc27\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.23.0 - 25-07-2024 *\/\n.elementor-widget-text-editor.elementor-drop-cap-view-stacked .elementor-drop-cap{background-color:#69727d;color:#fff}.elementor-widget-text-editor.elementor-drop-cap-view-framed .elementor-drop-cap{color:#69727d;border:3px solid;background-color:transparent}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap{margin-top:8px}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap-letter{width:1em;height:1em}.elementor-widget-text-editor .elementor-drop-cap{float:left;text-align:center;line-height:1;font-size:50px}.elementor-widget-text-editor .elementor-drop-cap-letter{display:inline-block}<\/style>\t\t\t\t<p>The Kaohsiung Light Rail, a cornerstone of the Kaohsiung City Government\u2019s public transportation initiatives, began trial operations in 2015 and has since become an integral part of the city\u2019s transportation network. As a track-supported urban light rail system powered by electricity, it features a small turning radius, gradient adaptability, and simple station designs, allowing flexible navigation through city streets with dedicated or segregated rights-of-way. This ensures both efficiency and safety.<\/p><p>Beyond serving the daily commuting needs of Kaohsiung residents, the light rail connects key attractions such as the Pier-2 Art Center, Love Pier, and Dream Mall, boosting tourism and economic growth. By 2025, the Kaohsiung Light Rail has emerged as a model for sustainable urban mobility, carrying the mission of enhancing the city\u2019s image and accessibility.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4827638 elementor-repeater-item-none elementor-repeater-item-none_hover elementor-widget elementor-widget-heading\" data-id=\"4827638\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Challenges in Light Rail Monitoring and Safety Concerns<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c6e1904 rc8 external_elementor-repeater-item-none_external elementor-repeater-item-none elementor-repeater-item-none_hover elementor-widget elementor-widget-image\" data-id=\"c6e1904\" 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<img decoding=\"async\" width=\"800\" height=\"450\" src=\"https:\/\/meritlilin.com\/wp-content\/uploads\/2025\/05\/IMG_3813-1024x576.webp\" class=\"attachment-large size-large wp-image-2862\" alt=\"\" srcset=\"https:\/\/meritlilin.com\/wp-content\/uploads\/2025\/05\/IMG_3813-1024x576.webp 1024w, https:\/\/meritlilin.com\/wp-content\/uploads\/2025\/05\/IMG_3813-300x169.webp 300w, https:\/\/meritlilin.com\/wp-content\/uploads\/2025\/05\/IMG_3813-768x432.webp 768w, https:\/\/meritlilin.com\/wp-content\/uploads\/2025\/05\/IMG_3813-18x10.webp 18w, https:\/\/meritlilin.com\/wp-content\/uploads\/2025\/05\/IMG_3813-600x338.webp 600w, https:\/\/meritlilin.com\/wp-content\/uploads\/2025\/05\/IMG_3813.webp 1280w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\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-a49ab5a elementor-repeater-item-none elementor-repeater-item-none_hover elementor-widget elementor-widget-text-editor\" data-id=\"a49ab5a\" 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<p>Spanning urban and suburban areas, the Kaohsiung Light Rail traverses diverse environments, including busy city roads, green spaces, riverbanks, and residential zones. This complexity introduces significant safety challenges, with one of the most pressing issues being unauthorized intrusions into the track area by animals or individuals. Stray cats, dogs, birds, or other wildlife may wander onto the tracks, triggering emergency braking, causing delays, or even posing collision risks. Additionally, pedestrians or cyclists occasionally stray into dedicated right-of-way zones, further amplifying safety concerns.<\/p><p>Traditional monitoring methods, reliant on manual inspections or fixed-camera recordings, struggle to address these issues effectively. Manual inspections are time-consuming, labor-intensive, and cannot provide round-the-clock coverage across all sections. While conventional cameras capture footage, they lack proactive detection and alerting capabilities, requiring backend staff to review recordings manually, which increases labor costs and delays response times. Moreover, the extensive and dispersed nature of the light rail network complicates centralized monitoring, leading to delayed incident responses and missed opportunities to prevent risks. These challenges not only undermine operational efficiency but also pose potential threats to passenger safety.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-dae8a85 elementor-repeater-item-none elementor-repeater-item-none_hover elementor-widget elementor-widget-heading\" data-id=\"dae8a85\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">LILIN\u2019s Intelligent Video Analytics Solution<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f44623a rc8 external_elementor-repeater-item-none_external elementor-repeater-item-none elementor-repeater-item-none_hover elementor-widget elementor-widget-image\" data-id=\"f44623a\" 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<img decoding=\"async\" width=\"800\" height=\"448\" src=\"https:\/\/meritlilin.com\/wp-content\/uploads\/2025\/05\/Resolve_NXxNreSsG8-1024x573.webp\" class=\"attachment-large size-large wp-image-2863\" alt=\"\" srcset=\"https:\/\/meritlilin.com\/wp-content\/uploads\/2025\/05\/Resolve_NXxNreSsG8-1024x573.webp 1024w, https:\/\/meritlilin.com\/wp-content\/uploads\/2025\/05\/Resolve_NXxNreSsG8-300x168.webp 300w, https:\/\/meritlilin.com\/wp-content\/uploads\/2025\/05\/Resolve_NXxNreSsG8-768x430.webp 768w, https:\/\/meritlilin.com\/wp-content\/uploads\/2025\/05\/Resolve_NXxNreSsG8-18x10.webp 18w, https:\/\/meritlilin.com\/wp-content\/uploads\/2025\/05\/Resolve_NXxNreSsG8-600x336.webp 600w, https:\/\/meritlilin.com\/wp-content\/uploads\/2025\/05\/Resolve_NXxNreSsG8.webp 1204w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\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-d90ebe5 elementor-repeater-item-none elementor-repeater-item-none_hover elementor-widget elementor-widget-text-editor\" data-id=\"d90ebe5\" 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\tTo tackle these challenges, LILIN proposes deploying smart cameras equipped with AIDA image recognition technology to achieve efficient and robust track safety monitoring. LILIN\u2019s smart cameras integrate AIoT applications and edge computing, enabling real-time video analytics directly at the camera level, eliminating the need for backend servers or AI processing units. This streamlined approach simplifies the monitoring framework and accelerates processing speeds.\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1380e5c elementor-repeater-item-none elementor-repeater-item-none_hover elementor-widget elementor-widget-heading\" data-id=\"1380e5c\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\">Intelligent Video Analytics and Animal Intrusion Alerts<\/h5>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ec7102b rc8 external_elementor-repeater-item-none_external elementor-repeater-item-none elementor-repeater-item-none_hover elementor-widget elementor-widget-image\" data-id=\"ec7102b\" 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<img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"460\" src=\"https:\/\/meritlilin.com\/wp-content\/uploads\/2025\/05\/Resolve_EgFXg4V1kl-1024x589.webp\" class=\"attachment-large size-large wp-image-2864\" alt=\"\" srcset=\"https:\/\/meritlilin.com\/wp-content\/uploads\/2025\/05\/Resolve_EgFXg4V1kl-1024x589.webp 1024w, https:\/\/meritlilin.com\/wp-content\/uploads\/2025\/05\/Resolve_EgFXg4V1kl-300x172.webp 300w, https:\/\/meritlilin.com\/wp-content\/uploads\/2025\/05\/Resolve_EgFXg4V1kl-768x442.webp 768w, https:\/\/meritlilin.com\/wp-content\/uploads\/2025\/05\/Resolve_EgFXg4V1kl-18x10.webp 18w, https:\/\/meritlilin.com\/wp-content\/uploads\/2025\/05\/Resolve_EgFXg4V1kl-600x345.webp 600w, https:\/\/meritlilin.com\/wp-content\/uploads\/2025\/05\/Resolve_EgFXg4V1kl.webp 1207w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\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-d9edaff elementor-repeater-item-none elementor-repeater-item-none_hover elementor-widget elementor-widget-text-editor\" data-id=\"d9edaff\" 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\tLILIN\u2019s AIDA image recognition technology excels at detecting anomalies on the tracks, particularly intrusions by animals or unauthorized individuals. Powered by deep learning algorithms, the cameras can accurately identify animal types (e.g., cats, dogs, birds) and their behaviors (e.g., lingering or crossing the tracks). Upon detecting an anomaly, the system instantly issues an alert to the control center, enabling swift action. This proactive alerting mechanism significantly reduces response times, preventing potential train delays or safety incidents. For instance, if a stray dog wanders onto the tracks, the camera immediately triggers an alert, allowing the control center to dispatch personnel promptly to clear the area and maintain smooth operations.\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ecbf4b1 elementor-repeater-item-none elementor-repeater-item-none_hover elementor-widget elementor-widget-heading\" data-id=\"ecbf4b1\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\">Remote Management and Unattended Operations<\/h5>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a28469d elementor-repeater-item-none elementor-repeater-item-none_hover elementor-widget elementor-widget-text-editor\" data-id=\"a28469d\" 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\tLILIN\u2019s solution supports remote management through the LILINHub App, enabling administrators to monitor the operational status of all cameras in real time and receive push notifications for equipment failures or abnormal events. This allows the control center to oversee the entire network without deploying large on-site teams, achieving centralized management. Additionally, the cameras feature encrypted cloud communication and automatic updates, ensuring stable performance with minimal on-site maintenance. This unattended operation model reduces operational costs while enhancing management efficiency.\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ae96587 elementor-repeater-item-none elementor-repeater-item-none_hover elementor-widget elementor-widget-heading\" data-id=\"ae96587\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\">Reduced Labor Costs<\/h5>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-59792cf elementor-repeater-item-none elementor-repeater-item-none_hover elementor-widget elementor-widget-text-editor\" data-id=\"59792cf\" 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\tCompared to traditional monitoring approaches, LILIN\u2019s smart cameras significantly cut labor requirements. Previously, the light rail relied on scheduled manual inspections or backend staff to review recorded footage. Now, smart cameras handle anomaly detection and alerting at the edge, requiring only a small team at the control center for follow-up actions. This reduction in labor costs and response times frees up budgets and allows management to allocate resources to critical areas such as passenger services or infrastructure upgrades.\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-99a05da elementor-repeater-item-none elementor-repeater-item-none_hover elementor-widget elementor-widget-heading\" data-id=\"99a05da\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\">Proactive Risk Prevention<\/h5>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f86f8d0 elementor-repeater-item-none elementor-repeater-item-none_hover elementor-widget elementor-widget-text-editor\" data-id=\"f86f8d0\" 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\tBeyond real-time incident response, LILIN\u2019s intelligent video analytics enable predictive risk management through data analysis. The system logs the frequency and locations of animal intrusions, helping management identify high-risk zones and implement preventive measures, such as installing fences or warning signs. This data-driven approach effectively lowers incident rates, further strengthening the light rail\u2019s safety profile.\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-41ef633 rc8 external_elementor-repeater-item-none_external elementor-repeater-item-none elementor-repeater-item-none_hover elementor-widget elementor-widget-image\" data-id=\"41ef633\" 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<img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"451\" src=\"https:\/\/meritlilin.com\/wp-content\/uploads\/2025\/05\/Resolve_gQ8VxJsDrZ-1024x577.webp\" class=\"attachment-large size-large wp-image-2865\" alt=\"\" srcset=\"https:\/\/meritlilin.com\/wp-content\/uploads\/2025\/05\/Resolve_gQ8VxJsDrZ-1024x577.webp 1024w, https:\/\/meritlilin.com\/wp-content\/uploads\/2025\/05\/Resolve_gQ8VxJsDrZ-300x169.webp 300w, https:\/\/meritlilin.com\/wp-content\/uploads\/2025\/05\/Resolve_gQ8VxJsDrZ-768x433.webp 768w, https:\/\/meritlilin.com\/wp-content\/uploads\/2025\/05\/Resolve_gQ8VxJsDrZ-18x10.webp 18w, https:\/\/meritlilin.com\/wp-content\/uploads\/2025\/05\/Resolve_gQ8VxJsDrZ-600x338.webp 600w, https:\/\/meritlilin.com\/wp-content\/uploads\/2025\/05\/Resolve_gQ8VxJsDrZ.webp 1219w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\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-5b41616 elementor-repeater-item-none elementor-repeater-item-none_hover elementor-widget elementor-widget-heading\" data-id=\"5b41616\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\">Proven Success and Future Prospects<\/h5>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a96f9ed elementor-repeater-item-none elementor-repeater-item-none_hover elementor-widget elementor-widget-text-editor\" data-id=\"a96f9ed\" 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<p>\u201cWith smart cameras enabling proactive risk prevention, the frequency of train delays caused by anomalies can be significantly reduced,\u201d said Steve Hu, CIO of LILIN. \u201cThe application of smart cameras in rail transport extends beyond safety, offering capabilities like traffic and crowd detection to optimize train scheduling and station management. This not only enhances safety but also boosts operational efficiency.\u201d<\/p><p>Leveraging advanced intelligent video analytics, LILIN has delivered a highly efficient, secure, and cost-effective monitoring solution for the Kaohsiung Light Rail. Through real-time alerts, remote management, and unattended operations, the system addresses monitoring challenges and mitigates safety risks proactively. This success story underscores the transformative potential of AI in public transportation and provides a replicable blueprint for intelligent management in urban transit systems worldwide.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-381959f elementor-repeater-item-none elementor-repeater-item-none_hover elementor-widget elementor-widget-heading\" data-id=\"381959f\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Read more...<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-11cbd40 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-repeater-item-none elementor-repeater-item-none_hover elementor-widget elementor-widget-icon-list\" data-id=\"11cbd40\" data-element_type=\"widget\" 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0-12-5.4-12-12z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Z7R8182X3-P<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.meritlilin.com\/index.php\/en\/product\/category\/184\">\n\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-far-arrow-alt-circle-right\" viewbox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M504 256C504 119 393 8 256 8S8 119 8 256s111 248 248 248 248-111 248-248zm-448 0c0-110.5 89.5-200 200-200s200 89.5 200 200-89.5 200-200 200S56 366.5 56 256zm72 20v-40c0-6.6 5.4-12 12-12h116v-67c0-10.7 12.9-16 20.5-8.5l99 99c4.7 4.7 4.7 12.3 0 17l-99 99c-7.6 7.6-20.5 2.2-20.5-8.5v-67H140c-6.6 0-12-5.4-12-12z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span 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class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Recommended Models<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4e47e647 elementor-widget-divider--view-line_icon elementor-view-default elementor-widget-divider--element-align-center elementor-repeater-item-none elementor-repeater-item-none_hover elementor-widget elementor-widget-divider\" data-id=\"4e47e647\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.23.0 - 25-07-2024 *\/\n.elementor-widget-divider{--divider-border-style:none;--divider-border-width:1px;--divider-color:#0c0d0e;--divider-icon-size:20px;--divider-element-spacing:10px;--divider-pattern-height:24px;--divider-pattern-size:20px;--divider-pattern-url:none;--divider-pattern-repeat:repeat-x}.elementor-widget-divider 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.elementor-divider-separator:before{content:none}.elementor-widget-divider--element-align-start .elementor-divider__element{margin-inline-start:0}.elementor-widget-divider--element-align-end .elementor-divider .elementor-divider-separator>.elementor-divider__svg:last-of-type{flex-grow:0;flex-shrink:100}.elementor-widget-divider--element-align-end .elementor-divider-separator:after{content:none}.elementor-widget-divider--element-align-end .elementor-divider__element{margin-inline-end:0}.elementor-widget-divider:not(.elementor-widget-divider--view-line_text):not(.elementor-widget-divider--view-line_icon) .elementor-divider-separator{border-block-start:var(--divider-border-width) var(--divider-border-style) var(--divider-color)}.elementor-widget-divider--separator-type-pattern{--divider-border-style:none}.elementor-widget-divider--separator-type-pattern.elementor-widget-divider--view-line 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class=\"elementor-widget-container\">\n\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.meritlilin.com\/index.php\/en\/product\/Z7R8182X3-P\">\n\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-chevron-right\" viewbox=\"0 0 320 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M285.476 272.971L91.132 467.314c-9.373 9.373-24.569 9.373-33.941 0l-22.667-22.667c-9.357-9.357-9.375-24.522-.04-33.901L188.505 256 34.484 101.255c-9.335-9.379-9.317-24.544.04-33.901l22.667-22.667c9.373-9.373 24.569-9.373 33.941 0L285.475 239.03c9.373 9.372 9.373 24.568.001 33.941z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Z7R8182X3-P<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.meritlilin.com\/index.php\/en\/product\/category\/184\">\n\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-chevron-right\" viewbox=\"0 0 320 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M285.476 272.971L91.132 467.314c-9.373 9.373-24.569 9.373-33.941 0l-22.667-22.667c-9.357-9.357-9.375-24.522-.04-33.901L188.505 256 34.484 101.255c-9.335-9.379-9.317-24.544.04-33.901l22.667-22.667c9.373-9.373 24.569-9.373 33.941 0L285.475 239.03c9.373 9.372 9.373 24.568.001 33.941z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">VMS 5.0 Video Management<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-3ed07b2d elementor-section-boxed ang-section-padding-initial elementor-section-height-default elementor-section-height-default elementor-repeater-item-none elementor-repeater-item-none_hover elementor-invisible\" data-id=\"3ed07b2d\" data-element_type=\"section\" data-settings=\"{&quot;animation&quot;:&quot;fadeInUp&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-22bfcf4b elementor-repeater-item-none elementor-repeater-item-none_hover\" data-id=\"22bfcf4b\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-3f53f770 elementor-repeater-item-none elementor-repeater-item-none_hover elementor-widget elementor-widget-heading\" data-id=\"3f53f770\" 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\">More stories...<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-37c29fbb elementor-grid-4 elementor-posts--align-left elementor-grid-tablet-2 elementor-grid-mobile-1 elementor-posts--thumbnail-top elementor-repeater-item-none elementor-repeater-item-none_hover elementor-widget elementor-widget-posts\" data-id=\"37c29fbb\" data-element_type=\"widget\" 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Rail<\/p>","protected":false},"author":1,"featured_media":2861,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[24,27,29],"class_list":["post-2858","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uncategorized","tag-casestudy","tag-news","tag-news-casestudy"],"_links":{"self":[{"href":"https:\/\/meritlilin.com\/en\/wp-json\/wp\/v2\/posts\/2858","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/meritlilin.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/meritlilin.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/meritlilin.com\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/meritlilin.com\/en\/wp-json\/wp\/v2\/comments?post=2858"}],"version-history":[{"count":16,"href":"https:\/\/meritlilin.com\/en\/wp-json\/wp\/v2\/posts\/2858\/revisions"}],"predecessor-version":[{"id":2881,"href":"https:\/\/meritlilin.com\/en\/wp-json\/wp\/v2\/posts\/2858\/revisions\/2881"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/meritlilin.com\/en\/wp-json\/wp\/v2\/media\/2861"}],"wp:attachment":[{"href":"https:\/\/meritlilin.com\/en\/wp-json\/wp\/v2\/media?parent=2858"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/meritlilin.com\/en\/wp-json\/wp\/v2\/categories?post=2858"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/meritlilin.com\/en\/wp-json\/wp\/v2\/tags?post=2858"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}