{"id":85663,"date":"2023-09-29T02:56:56","date_gmt":"2023-09-29T02:56:56","guid":{"rendered":"https:\/\/www.seeedstudio.com\/blog\/?p=85663"},"modified":"2024-04-22T08:16:30","modified_gmt":"2024-04-22T08:16:30","slug":"edge-ai-in-qsrs-enhancing-operation-efficiency-and-delivering-excellent-service","status":"publish","type":"post","link":"https:\/\/www.seeedstudio.com\/blog\/2023\/09\/29\/edge-ai-in-qsrs-enhancing-operation-efficiency-and-delivering-excellent-service\/","title":{"rendered":"Edge AI in QSRs: Enhancing Operation Efficiency and Delivering Excellent Service"},"content":{"rendered":"\n<p><strong>Hardware:<\/strong>\u00a0<a href=\"https:\/\/www.seeedstudio.com\/reComputer-J4011-p-5585.html\">NVIDIA Jetson Orin NX<\/a><\/p>\n\n\n\n<p><strong>Application:<\/strong>\u00a0Restuarant Management Optimization<\/p>\n\n\n\n<p><strong>Industry:<\/strong>\u00a0Quick Service Restaurant<\/p>\n\n\n\n<p><strong>Deployment Location:&nbsp;<\/strong>U.S<\/p>\n\n\n\n<p>In the bustling realm of Quick Service Restaurants (QSRs), where speed, convenience, and quality are the cornerstones of success, a revolution is on the horizon. QSR has long been the go-to choice for busy individuals seeking a quick, satisfying meal. As the pace of life quickens, so do customer expectations. Customers now demand not only swift dish choices but also an enhanced convenient experience that goes beyond the mere exchange of food for payment. To meet these evolving demands and to stay competitive in an increasingly crowded market, QSRs are at a crossroads where they must embrace technological innovation.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img fetchpriority=\"high\" decoding=\"async\" src=\"https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2023\/09\/8-1030x687.jpeg\" alt=\"\" class=\"wp-image-85984\" width=\"773\" height=\"515\" srcset=\"https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2023\/09\/8-1030x687.jpeg 1030w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2023\/09\/8-300x200.jpeg 300w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2023\/09\/8-768x512.jpeg 768w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2023\/09\/8-1536x1024.jpeg 1536w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2023\/09\/8-2048x1365.jpeg 2048w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2023\/09\/8-1024x683.jpeg 1024w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2023\/09\/8-675x450.jpeg 675w\" sizes=\"(max-width: 773px) 100vw, 773px\" \/><\/figure><\/div>\n\n\n<h2 class=\"wp-block-heading\">Challenge<\/h2>\n\n\n\n<p>When a restaurant manager embarks on the mission to optimize QSR management efficiency, they encounter a multifaceted challenge that extends beyond the kitchen and into the very heart of customer satisfaction. One of the paramount issues to address is the orchestration of operations within the establishment to minimize bottlenecks and delays, thereby optimizing customers&#8217; waiting times. Here comes the most challenging part &#8211; the delicate balance between speed and quality. Achieving faster service without compromising the quality of food and customer experience is a task that requires precision and finesse. Moreover, the QSR environment is often characterized by its dynamic nature, with varying customer traffic and unpredictable rushes, making it essential for managers to adapt on the fly.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Solution<\/h2>\n\n\n\n<p>Here&#8217;s the comprehensive solution harnessing the power of computer vision technology deploying the <a href=\"https:\/\/www.seeedstudio.com\/nvidia-jeston-orin-nx-c.html\">Jetson Orin NX<\/a> and alwaysAI platform.<\/p>\n\n\n\n<p><strong>Optimize Labor Distribution<\/strong><\/p>\n\n\n\n<p>The system tracks speed-of-service bottlenecks and compliance with standard operating procedures, issuing real-time notifications to employees. This prompts immediate corrective actions or behavior adjustments, ensuring that operations remain streamlined and efficient. Accessible through a cloud dashboard, this system provides both individual store-level and aggregate system-level insights.<\/p>\n\n\n\n<p><strong>Deliver Order Accurately<\/strong><\/p>\n\n\n\n<p>It excels in this aspect by identifying items and ingredients being prepared in the kitchen and issuing real-time correction alerts to line workers to guarantee ingredient accuracy and packaging correctness. Seamlessly integrating with existing kitchen systems, becomes an integral part of the operational flow.<\/p>\n\n\n\n<p><strong>Improve Customer Experience<\/strong><\/p>\n\n\n\n<p>By continuously monitoring front-of-house events and readiness, it measures and optimizes the overall customer experience. In real-time, the system issues notifications to employees, guiding them to take actions that can alleviate excessive wait times or maximize guest satisfaction, such as cleaning prompts or queue management. Additionally, it keeps a watchful eye on key guest metrics, including average customer wait times and line abandonment rates, enabling managers to refine their operations further.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">More Resources<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Check out our get-started <a href=\"https:\/\/wiki.seeedstudio.com\/alwaysAI-Jetson-Getting-Started\/\">wiki<\/a> for the alwaysAI platform!<\/li>\n\n\n\n<li>Discover more interesting vision AI possibilities with <a href=\"https:\/\/www.seeedstudio.com\/blog\/2023\/05\/25\/automated-pizza-making-system-and-consistent-high-quality-food-production-with-intelligent-guidance\/\">GOPIZZA QSR solution<\/a>, which delivers the automated food processing system for consistent high-quality food service!<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">Seeed:&nbsp;NVIDIA&nbsp;Jetson Ecosystem Partner<\/h3>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter is-resized\"><img decoding=\"async\" src=\"https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2023\/08\/nvidia-elite-partner-badge-rgb-for-screen.jpg\" alt=\"\" class=\"wp-image-82789\" width=\"233\" height=\"109\" srcset=\"https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2023\/08\/nvidia-elite-partner-badge-rgb-for-screen.jpg 465w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2023\/08\/nvidia-elite-partner-badge-rgb-for-screen-300x140.jpg 300w\" sizes=\"(max-width: 233px) 100vw, 233px\" \/><\/figure><\/div>\n\n\n<p>Seeed is an Elite partner for edge AI in the&nbsp;<a href=\"https:\/\/www.nvidia.com\/en-us\/about-nvidia\/partners\/\"><u>NVIDIA Partner Network<\/u><\/a>. Explore more carrier boards, full system devices, customization services, use cases, and developer tools on&nbsp;<a href=\"https:\/\/www.seeedstudio.com\/nvidia-jetson.html\"><u>Seeed\u2019s&nbsp;NVIDIA Jetson ecosystem<\/u><\/a>&nbsp;page.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter is-resized\"><img decoding=\"async\" src=\"https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2023\/09\/WeChatWorkScreenshot_0fa3f479-5b1c-4e23-9896-b989d6bde69c-3-1030x599.png\" alt=\"\" class=\"wp-image-84528\" width=\"773\" height=\"449\" srcset=\"https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2023\/09\/WeChatWorkScreenshot_0fa3f479-5b1c-4e23-9896-b989d6bde69c-3-1030x599.png 1030w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2023\/09\/WeChatWorkScreenshot_0fa3f479-5b1c-4e23-9896-b989d6bde69c-3-300x174.png 300w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2023\/09\/WeChatWorkScreenshot_0fa3f479-5b1c-4e23-9896-b989d6bde69c-3-768x446.png 768w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2023\/09\/WeChatWorkScreenshot_0fa3f479-5b1c-4e23-9896-b989d6bde69c-3-1536x893.png 1536w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2023\/09\/WeChatWorkScreenshot_0fa3f479-5b1c-4e23-9896-b989d6bde69c-3-1024x595.png 1024w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2023\/09\/WeChatWorkScreenshot_0fa3f479-5b1c-4e23-9896-b989d6bde69c-3.png 1958w\" sizes=\"(max-width: 773px) 100vw, 773px\" \/><\/figure><\/div>\n\n\n<p>Join the forefront of AI innovation with us! Harness the power of cutting-edge hardware and technology to revolutionize the deployment of machine learning in the real world across industries. Be a part of our mission to provide developers and enterprises with the best ML solutions available. Check out our successful&nbsp;<a href=\"https:\/\/files.seeedstudio.com\/wiki\/NVIDIA\/NVIDIA_Jetson_example-Success_cases_and_examples_with_NVIDIA_Jetson.pdf\">case study catalog<\/a>&nbsp;to discover more edge AI possibilities!<\/p>\n\n\n\n<p>Take the first step and send us an email at&nbsp;<a href=\"mailto:edgeai@seeed.cc\">edgeai@seeed.cc<\/a>&nbsp;to become a part of this exciting journey!&nbsp;<\/p>\n\n\n\n<p>Download our latest&nbsp;<a href=\"https:\/\/files.seeedstudio.com\/wiki\/Seeed_Jetson\/Seeed-NVIDIA_Jetson_Catalog_V1.4.pdf\">Jetson Catalog<\/a>&nbsp;to find one option that suits you well. If you can\u2019t find the off-the-shelf Jetson hardware solution for your needs, please check out our&nbsp;<a href=\"https:\/\/www.seeedstudio.com\/odm\">customization services<\/a>, and submit a new product inquiry to us at&nbsp;odm@seeed.cc&nbsp;for evaluation.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Hardware:\u00a0NVIDIA Jetson Orin NX Application:\u00a0Restuarant Management Optimization Industry:\u00a0Quick Service Restaurant Deployment Location:&nbsp;U.S In the bustling<\/p>\n","protected":false},"author":3606,"featured_media":85982,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_lmt_disableupdate":"","_lmt_disable":"","_price":"","_stock":"","_tribe_ticket_header":"","_tribe_default_ticket_provider":"","_tribe_ticket_capacity":"0","_ticket_start_date":"","_ticket_end_date":"","_tribe_ticket_show_description":"","_tribe_ticket_show_not_going":false,"_tribe_ticket_use_global_stock":"","_tribe_ticket_global_stock_level":"","_global_stock_mode":"","_global_stock_cap":"","_tribe_rsvp_for_event":"","_tribe_ticket_going_count":"","_tribe_ticket_not_going_count":"","_tribe_tickets_list":"[]","_tribe_ticket_has_attendee_info_fields":false,"iawp_total_views":0,"footnotes":""},"categories":[4394,1,4393],"tags":[3254,4664,304,1824,142,4695,4025],"class_list":["post-85663","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-deploy","category-news","category-tech","tag-computer-vision","tag-edgeai","tag-iot","tag-nvidia-jetson","tag-open-hardware","tag-qsr","tag-success-cases"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v24.0 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Edge AI in QSRs: Enhancing Operation Efficiency and Delivering Excellent Service - Latest News from Seeed Studio<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.seeedstudio.com\/blog\/2023\/09\/29\/edge-ai-in-qsrs-enhancing-operation-efficiency-and-delivering-excellent-service\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Edge AI in QSRs: Enhancing Operation Efficiency and Delivering Excellent Service - Latest News from Seeed Studio\" \/>\n<meta property=\"og:description\" content=\"Hardware:\u00a0NVIDIA Jetson Orin NX Application:\u00a0Restuarant Management Optimization Industry:\u00a0Quick Service Restaurant Deployment Location:&nbsp;U.S In the bustling\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.seeedstudio.com\/blog\/2023\/09\/29\/edge-ai-in-qsrs-enhancing-operation-efficiency-and-delivering-excellent-service\/\" \/>\n<meta property=\"og:site_name\" content=\"Latest News from Seeed Studio\" \/>\n<meta property=\"article:published_time\" content=\"2023-09-29T02:56:56+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-04-22T08:16:30+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2023\/09\/8-1.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1200\" \/>\n\t<meta property=\"og:image:height\" content=\"628\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Jennie Wang\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Jennie Wang\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"4 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.seeedstudio.com\/blog\/2023\/09\/29\/edge-ai-in-qsrs-enhancing-operation-efficiency-and-delivering-excellent-service\/\",\"url\":\"https:\/\/www.seeedstudio.com\/blog\/2023\/09\/29\/edge-ai-in-qsrs-enhancing-operation-efficiency-and-delivering-excellent-service\/\",\"name\":\"Edge AI in QSRs: Enhancing Operation Efficiency and Delivering Excellent Service - Latest News from Seeed Studio\",\"isPartOf\":{\"@id\":\"https:\/\/www.seeedstudio.com\/blog\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/www.seeedstudio.com\/blog\/2023\/09\/29\/edge-ai-in-qsrs-enhancing-operation-efficiency-and-delivering-excellent-service\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/www.seeedstudio.com\/blog\/2023\/09\/29\/edge-ai-in-qsrs-enhancing-operation-efficiency-and-delivering-excellent-service\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2023\/09\/8-1.jpg\",\"datePublished\":\"2023-09-29T02:56:56+00:00\",\"dateModified\":\"2024-04-22T08:16:30+00:00\",\"author\":{\"@id\":\"https:\/\/www.seeedstudio.com\/blog\/#\/schema\/person\/21041ae3908bbb4d44533f2b3b115fd1\"},\"breadcrumb\":{\"@id\":\"https:\/\/www.seeedstudio.com\/blog\/2023\/09\/29\/edge-ai-in-qsrs-enhancing-operation-efficiency-and-delivering-excellent-service\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.seeedstudio.com\/blog\/2023\/09\/29\/edge-ai-in-qsrs-enhancing-operation-efficiency-and-delivering-excellent-service\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/www.seeedstudio.com\/blog\/2023\/09\/29\/edge-ai-in-qsrs-enhancing-operation-efficiency-and-delivering-excellent-service\/#primaryimage\",\"url\":\"https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2023\/09\/8-1.jpg\",\"contentUrl\":\"https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2023\/09\/8-1.jpg\",\"width\":1200,\"height\":628},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.seeedstudio.com\/blog\/2023\/09\/29\/edge-ai-in-qsrs-enhancing-operation-efficiency-and-delivering-excellent-service\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/www.seeedstudio.com\/blog\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Edge AI in QSRs: Enhancing Operation Efficiency and Delivering Excellent Service\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.seeedstudio.com\/blog\/#website\",\"url\":\"https:\/\/www.seeedstudio.com\/blog\/\",\"name\":\"Latest News from Seeed Studio\",\"description\":\"Emerging IoT, AI and Autonomous Applications on the Edge\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.seeedstudio.com\/blog\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/www.seeedstudio.com\/blog\/#\/schema\/person\/21041ae3908bbb4d44533f2b3b115fd1\",\"name\":\"Jennie Wang\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/www.seeedstudio.com\/blog\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/b8fdf0c9ad5c32ab4f3981bb35a10566?s=96&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/b8fdf0c9ad5c32ab4f3981bb35a10566?s=96&r=g\",\"caption\":\"Jennie Wang\"},\"description\":\"Seeed Studio AIoT Marketing and Partnership Always coffee always alive \u2615\ufe0f\",\"sameAs\":[\"www.linkedin.com\/in\/jialinwang1215\"],\"url\":\"https:\/\/www.seeedstudio.com\/blog\/author\/jennie-wang\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Edge AI in QSRs: Enhancing Operation Efficiency and Delivering Excellent Service - Latest News from Seeed Studio","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.seeedstudio.com\/blog\/2023\/09\/29\/edge-ai-in-qsrs-enhancing-operation-efficiency-and-delivering-excellent-service\/","og_locale":"en_US","og_type":"article","og_title":"Edge AI in QSRs: Enhancing Operation Efficiency and Delivering Excellent Service - Latest News from Seeed Studio","og_description":"Hardware:\u00a0NVIDIA Jetson Orin NX Application:\u00a0Restuarant Management Optimization Industry:\u00a0Quick Service Restaurant Deployment Location:&nbsp;U.S In the bustling","og_url":"https:\/\/www.seeedstudio.com\/blog\/2023\/09\/29\/edge-ai-in-qsrs-enhancing-operation-efficiency-and-delivering-excellent-service\/","og_site_name":"Latest News from Seeed Studio","article_published_time":"2023-09-29T02:56:56+00:00","article_modified_time":"2024-04-22T08:16:30+00:00","og_image":[{"width":1200,"height":628,"url":"https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2023\/09\/8-1.jpg","type":"image\/jpeg"}],"author":"Jennie Wang","twitter_card":"summary_large_image","twitter_misc":{"Written by":"Jennie Wang","Est. reading time":"4 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/www.seeedstudio.com\/blog\/2023\/09\/29\/edge-ai-in-qsrs-enhancing-operation-efficiency-and-delivering-excellent-service\/","url":"https:\/\/www.seeedstudio.com\/blog\/2023\/09\/29\/edge-ai-in-qsrs-enhancing-operation-efficiency-and-delivering-excellent-service\/","name":"Edge AI in QSRs: Enhancing Operation Efficiency and Delivering Excellent Service - Latest News from Seeed Studio","isPartOf":{"@id":"https:\/\/www.seeedstudio.com\/blog\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.seeedstudio.com\/blog\/2023\/09\/29\/edge-ai-in-qsrs-enhancing-operation-efficiency-and-delivering-excellent-service\/#primaryimage"},"image":{"@id":"https:\/\/www.seeedstudio.com\/blog\/2023\/09\/29\/edge-ai-in-qsrs-enhancing-operation-efficiency-and-delivering-excellent-service\/#primaryimage"},"thumbnailUrl":"https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2023\/09\/8-1.jpg","datePublished":"2023-09-29T02:56:56+00:00","dateModified":"2024-04-22T08:16:30+00:00","author":{"@id":"https:\/\/www.seeedstudio.com\/blog\/#\/schema\/person\/21041ae3908bbb4d44533f2b3b115fd1"},"breadcrumb":{"@id":"https:\/\/www.seeedstudio.com\/blog\/2023\/09\/29\/edge-ai-in-qsrs-enhancing-operation-efficiency-and-delivering-excellent-service\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.seeedstudio.com\/blog\/2023\/09\/29\/edge-ai-in-qsrs-enhancing-operation-efficiency-and-delivering-excellent-service\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.seeedstudio.com\/blog\/2023\/09\/29\/edge-ai-in-qsrs-enhancing-operation-efficiency-and-delivering-excellent-service\/#primaryimage","url":"https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2023\/09\/8-1.jpg","contentUrl":"https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2023\/09\/8-1.jpg","width":1200,"height":628},{"@type":"BreadcrumbList","@id":"https:\/\/www.seeedstudio.com\/blog\/2023\/09\/29\/edge-ai-in-qsrs-enhancing-operation-efficiency-and-delivering-excellent-service\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.seeedstudio.com\/blog\/"},{"@type":"ListItem","position":2,"name":"Edge AI in QSRs: Enhancing Operation Efficiency and Delivering Excellent Service"}]},{"@type":"WebSite","@id":"https:\/\/www.seeedstudio.com\/blog\/#website","url":"https:\/\/www.seeedstudio.com\/blog\/","name":"Latest News from Seeed Studio","description":"Emerging IoT, AI and Autonomous Applications on the Edge","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.seeedstudio.com\/blog\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Person","@id":"https:\/\/www.seeedstudio.com\/blog\/#\/schema\/person\/21041ae3908bbb4d44533f2b3b115fd1","name":"Jennie Wang","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.seeedstudio.com\/blog\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/b8fdf0c9ad5c32ab4f3981bb35a10566?s=96&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/b8fdf0c9ad5c32ab4f3981bb35a10566?s=96&r=g","caption":"Jennie Wang"},"description":"Seeed Studio AIoT Marketing and Partnership Always coffee always alive \u2615\ufe0f","sameAs":["www.linkedin.com\/in\/jialinwang1215"],"url":"https:\/\/www.seeedstudio.com\/blog\/author\/jennie-wang\/"}]}},"modified_by":"Dan Han","views":2368,"featured_image_urls":{"full":["https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2023\/09\/8-1.jpg",1200,628,false],"thumbnail":["https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2023\/09\/8-1-80x80.jpg",80,80,true],"medium":["https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2023\/09\/8-1-300x157.jpg",300,157,true],"medium_large":["https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2023\/09\/8-1-768x402.jpg",640,335,true],"large":["https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2023\/09\/8-1-1030x539.jpg",640,335,true],"1536x1536":["https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2023\/09\/8-1.jpg",1200,628,false],"2048x2048":["https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2023\/09\/8-1.jpg",1200,628,false],"visody_icon":["https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2023\/09\/8-1.jpg",32,17,false],"magazine-7-slider-full":["https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2023\/09\/8-1.jpg",1200,628,false],"magazine-7-slider-center":["https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2023\/09\/8-1-936x628.jpg",936,628,true],"magazine-7-featured":["https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2023\/09\/8-1-1024x536.jpg",1024,536,true],"magazine-7-medium":["https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2023\/09\/8-1-720x380.jpg",720,380,true],"magazine-7-medium-square":["https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2023\/09\/8-1-675x450.jpg",675,450,true]},"author_info":{"display_name":"Jennie Wang","author_link":"https:\/\/www.seeedstudio.com\/blog\/author\/jennie-wang\/"},"category_info":"<a href=\"https:\/\/www.seeedstudio.com\/blog\/category\/deploy\/\" rel=\"category tag\">Deploy<\/a> <a href=\"https:\/\/www.seeedstudio.com\/blog\/category\/news\/\" rel=\"category tag\">News<\/a> <a href=\"https:\/\/www.seeedstudio.com\/blog\/category\/tech\/\" rel=\"category tag\">Tech<\/a>","tag_info":"Tech","comment_count":"0","_links":{"self":[{"href":"https:\/\/www.seeedstudio.com\/blog\/wp-json\/wp\/v2\/posts\/85663","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.seeedstudio.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.seeedstudio.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.seeedstudio.com\/blog\/wp-json\/wp\/v2\/users\/3606"}],"replies":[{"embeddable":true,"href":"https:\/\/www.seeedstudio.com\/blog\/wp-json\/wp\/v2\/comments?post=85663"}],"version-history":[{"count":2,"href":"https:\/\/www.seeedstudio.com\/blog\/wp-json\/wp\/v2\/posts\/85663\/revisions"}],"predecessor-version":[{"id":85985,"href":"https:\/\/www.seeedstudio.com\/blog\/wp-json\/wp\/v2\/posts\/85663\/revisions\/85985"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.seeedstudio.com\/blog\/wp-json\/wp\/v2\/media\/85982"}],"wp:attachment":[{"href":"https:\/\/www.seeedstudio.com\/blog\/wp-json\/wp\/v2\/media?parent=85663"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.seeedstudio.com\/blog\/wp-json\/wp\/v2\/categories?post=85663"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.seeedstudio.com\/blog\/wp-json\/wp\/v2\/tags?post=85663"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}