{"id":2812,"date":"2022-12-22T17:59:24","date_gmt":"2022-12-22T17:59:24","guid":{"rendered":"https:\/\/salarydistribution.com\/machine-learning\/2022\/12\/22\/top-food-stories-from-2022-meet-4-startups-putting-ai-on-the-plate\/"},"modified":"2022-12-22T17:59:24","modified_gmt":"2022-12-22T17:59:24","slug":"top-food-stories-from-2022-meet-4-startups-putting-ai-on-the-plate","status":"publish","type":"post","link":"https:\/\/salarydistribution.com\/machine-learning\/2022\/12\/22\/top-food-stories-from-2022-meet-4-startups-putting-ai-on-the-plate\/","title":{"rendered":"Top Food Stories From 2022: Meet 4 Startups Putting AI on the Plate"},"content":{"rendered":"<div data-url=\"https:\/\/blogs.nvidia.com\/blog\/2022\/12\/22\/top-ai-food-stories\/\" data-title=\"Top Food Stories From 2022: Meet 4 Startups Putting AI on the Plate\" data-hashtags=\"\">\n<p>This holiday season, feast on the bounty of food-themed stories NVIDIA Blog readers gobbled up in 2022.<\/p>\n<p>Startups in the <a href=\"https:\/\/www.nvidia.com\/en-us\/industries\/retail\/\">retail industry<\/a> \u2014 and particularly in <a href=\"https:\/\/www.nvidia.com\/en-us\/industries\/restaurants\/\">quick-service restaurants<\/a> \u2014 are using NVIDIA AI and robotics technology to make it easier to order food in drive-thrus, find beverages on store shelves and have meals delivered. They\u2019re accelerated by <a href=\"https:\/\/www.nvidia.com\/en-us\/deep-learning-ai\/startups\/\">NVIDIA Inception<\/a>, a program that offers go-to-market support, expertise and technology for cutting-edge startups.<\/p>\n<p>For those who prefer eye candy, artists also recreated a ramen restaurant using the <a href=\"https:\/\/www.nvidia.com\/en-us\/omniverse\/\">NVIDIA Omniverse<\/a> platform for creating and operating metaverse applications.<\/p>\n<figure id=\"attachment_55825\" aria-describedby=\"caption-attachment-55825\" class=\"wp-caption alignright\">\n<p><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/blogs.nvidia.com\/wp-content\/uploads\/2022\/02\/jonathan-borba-8l8Yl2ruUsg-unsplash-1-400x267.jpg\" alt=\"\" width=\"400\" height=\"267\"><figcaption id=\"caption-attachment-55825\" class=\"wp-caption-text\">Image credit: Jonathan Borba via <a href=\"https:\/\/unsplash.com\/\">Unsplash<\/a>.<\/figcaption><\/figure>\n<p>Toronto startup HuEx is developing a conversational AI assistant to handle order requests at the drive-thru speaker box. The real-time voice service, which runs on the <a href=\"https:\/\/www.nvidia.com\/en-in\/autonomous-machines\/embedded-systems\/\">NVIDIA Jetson edge AI platform<\/a>, transcribes voice orders to text for staff members to fulfill.<\/p>\n<p>The technology, integrated with the existing drive-thru headset system, allows for team members to hear the orders and jump in to assist if needed. It\u2019s in pilot tests to help support service at popular Canadian fast-service chains.<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/blogs.nvidia.com\/wp-content\/uploads\/2022\/01\/vistry-kiosk-400x213.jpg\" alt=\"\" width=\"400\" height=\"213\"><\/p>\n<p>San Diego-based startup Vistry is tackling a growing labor shortage among quick-service restaurants with an AI-enabled, automated order-taking solution. The system, built with the <a href=\"https:\/\/www.nvidia.com\/en-us\/ai-data-science\/products\/riva\/\">NVIDIA Riva<\/a> software development kit, uses natural language processing for menu understanding and speech \u2014 plus <a href=\"https:\/\/blogs.nvidia.com\/blog\/2020\/05\/14\/whats-a-recommender-system\/\">recommendation systems<\/a> to enable faster, more accurate order-taking and more relevant, personalized offers.<\/p>\n<p>Vistry is also using the <a href=\"https:\/\/www.nvidia.com\/en-us\/autonomous-machines\/intelligent-video-analytics-platform\/\">NVIDIA Metropolis<\/a> application framework to create computer vision applications that can help automate curbside check-ins, speed up drive-thrus and predict the time it takes to prepare a customer\u2019s order. Its tools are powered by NVIDIA Jetson and <a href=\"https:\/\/www.nvidia.com\/en-us\/data-center\/products\/a2\/\">NVIDIA A2 Tensor Core GPUs<\/a>.<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/blogs.nvidia.com\/wp-content\/uploads\/2022\/10\/Cartken-400x213.png\" alt=\"\" width=\"400\" height=\"213\"><\/p>\n<p>Oakland-based startup Cartken is deploying NVIDIA Jetson-enabled sidewalk robots for last-mile deliveries of coffee and meals. Its autonomous mobile robot technology is used to deliver Grubhub orders to students at the University of Arizona and Ohio State \u2014 and Starbucks goods in malls in Japan.<\/p>\n<p>The Inception member relies on the <a href=\"https:\/\/www.nvidia.com\/en-us\/autonomous-machines\/embedded-systems\/jetson-orin\/\">NVIDIA Jetson AGX Orin<\/a> module to run six cameras that aid in simultaneous localization and mapping, navigation, and wheel odometry.<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/blogs.nvidia.com\/wp-content\/uploads\/2022\/08\/TX-SCARA-at-FamilyMart-METI-Store-400x213.jpg\" alt=\"TX SCARA robot restocks drinks\" width=\"400\" height=\"213\"><\/p>\n<p>Telexistence, an Inception startup based in Tokyo, is deploying hundreds of NVIDIA AI-powered robots to restock shelves at FamilyMart, a leading Japanese convenience store chain. The robots handle repetitive tasks like refilling beverage displays, which frees up retail staff to interact with customers.<\/p>\n<p>For AI model training, the team relied on <a href=\"https:\/\/www.nvidia.com\/en-us\/data-center\/dgx-systems\/\">NVIDIA DGX systems<\/a>. The robot uses the <a href=\"https:\/\/developer.nvidia.com\/embedded\/jetson-agx-xavier-developer-kit\">NVIDIA Jetson AGX Xavier<\/a> for AI processing at the edge, and the <a href=\"https:\/\/www.nvidia.com\/en-us\/autonomous-machines\/embedded-systems\/jetson-tx2\/\">NVIDIA Jetson TX2<\/a> module to transmit video-streaming data.<\/p>\n<p>NVIDIA technology isn\u2019t just accelerating food-related applications for the restaurant industry \u2014 it\u2019s also powering tantalizing virtual scenes complete with mouth-watering, calorie-free dishes.<\/p>\n<p>Two dozen NVIDIA artists and freelancers around the globe showcased the capabilities of <a href=\"https:\/\/www.nvidia.com\/en-us\/omniverse\/\">NVIDIA Omniverse<\/a> by recreating a Tokyo ramen shop in delicious detail \u2014 including simmering pots of noodles, steaming dumplings and bottled drinks.<\/p>\n<p>The scene, created to highlight <a href=\"https:\/\/www.nvidia.com\/en-us\/geforce\/rtx\/\">NVIDIA RTX<\/a>-powered real-time rendering and physics simulation capabilities, consists of more than 22 million triangles, 350 unique textured models and 3,000 4K-resolution texture maps.<\/p>\n<\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>https:\/\/blogs.nvidia.com\/blog\/2022\/12\/22\/top-ai-food-stories\/<\/p>\n","protected":false},"author":0,"featured_media":2813,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[3],"tags":[],"_links":{"self":[{"href":"https:\/\/salarydistribution.com\/machine-learning\/wp-json\/wp\/v2\/posts\/2812"}],"collection":[{"href":"https:\/\/salarydistribution.com\/machine-learning\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/salarydistribution.com\/machine-learning\/wp-json\/wp\/v2\/types\/post"}],"replies":[{"embeddable":true,"href":"https:\/\/salarydistribution.com\/machine-learning\/wp-json\/wp\/v2\/comments?post=2812"}],"version-history":[{"count":0,"href":"https:\/\/salarydistribution.com\/machine-learning\/wp-json\/wp\/v2\/posts\/2812\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/salarydistribution.com\/machine-learning\/wp-json\/wp\/v2\/media\/2813"}],"wp:attachment":[{"href":"https:\/\/salarydistribution.com\/machine-learning\/wp-json\/wp\/v2\/media?parent=2812"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/salarydistribution.com\/machine-learning\/wp-json\/wp\/v2\/categories?post=2812"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/salarydistribution.com\/machine-learning\/wp-json\/wp\/v2\/tags?post=2812"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}