{"id":20803,"date":"2019-04-08T10:31:44","date_gmt":"2019-04-08T02:31:44","guid":{"rendered":"\/blog\/?p=20803"},"modified":"2019-04-08T10:31:47","modified_gmt":"2019-04-08T02:31:47","slug":"google-coral-edge-tpu-and-grove-py-help-you-develop-ai","status":"publish","type":"post","link":"https:\/\/www.seeedstudio.com\/blog\/2019\/04\/08\/google-coral-edge-tpu-and-grove-py-help-you-develop-ai\/","title":{"rendered":"Google Coral Edge TPU and grove.py help you develop AI"},"content":{"rendered":"\n<p>Say hello to Coral! <\/p>\n\n\n\n<p>Now <a href=\"https:\/\/www.seeedstudio.com\/Coral-Dev-Board-p-2900.html\">Google Coral Edge TPU Dev. Board<\/a>, <a href=\"https:\/\/www.seeedstudio.com\/Coral-USB-Accelerator-p-2899.html\">USB Accelerator<\/a> and <a href=\"https:\/\/www.seeedstudio.com\/Coral-Camera-Module-p-2914.html\">camera<\/a> are all available to pre-order at Seeed! And we just updated <a href=\"https:\/\/github.com\/Seeed-Studio\/grove.py\/blob\/master\/doc\/README.md\">Grove.py\u00a0<\/a><a href=\"https:\/\/www.facebook.com\/hashtag\/python?source=feed_text&amp;epa=HASHTAG&amp;__xts__%5B0%5D=68.ARC_3viQYhaOaxPRK1KuuNvtz16l-3taaQeWUF8ozYFP7DspkgHMMVOaO2OhEetgXBuKoQ6XKitMhidI1d2BANEVSpwJcJo5_sozljzwPHF46eD3ABdkEI9lqHdoGT0qWDuPXksNs8IcNPWiHV2pUdWzbkOTmENTsVE72bDwiCBXzhVBSsm0EzHFrspCXUBdA4KgrntBRJS0tXco5PEv6nPSAC4N4W69PWRTLY92clXXqBotF7rUCWAoTN2BRlE5M41-JjHe5ej0zot6Y0VLJYWNAaB4jExzU1-kI9nLlzCy7F3HL0lkmXLE_jH2hncOLw0MeRuXQpkLT4jZ4II82ZoIEg&amp;__tn__=%2ANK-R\"><\/a><a href=\"https:\/\/github.com\/Seeed-Studio\/grove.py\/blob\/master\/doc\/README.md\">Python\u00a0Library<\/a> for Grove devices support Coral Dev Board now . <\/p>\n\n\n\n<figure class=\"wp-block-image is-resized\"><img fetchpriority=\"high\" decoding=\"async\" src=\"https:\/\/blog.seeedstudio.com\/wp-content\/uploads\/2019\/04\/20190405_coral-banner-seeed-1030x212.jpg\" alt=\"Google Coral Dev Board and USB Accelerator\" class=\"wp-image-21560\" width=\"1030\" height=\"212\" srcset=\"https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2019\/04\/20190405_coral-banner-seeed-1030x212.jpg 1030w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2019\/04\/20190405_coral-banner-seeed-300x62.jpg 300w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2019\/04\/20190405_coral-banner-seeed-768x158.jpg 768w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2019\/04\/20190405_coral-banner-seeed.jpg 1830w\" sizes=\"(max-width: 1030px) 100vw, 1030px\" \/><figcaption>Google Coral Dev Board and USB Accelerator <\/figcaption><\/figure>\n\n\n\n<p>Google is working on a flexible development\nsystem that makes it easy for you to grow embedded AI products into reality. Coral works with the best of\nGoogle\u2019s ML tools, TensorFlow Lite. Supported OS: Debian Linux. <\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>Private<\/li><\/ul>\n\n\n\n<p>Keep user data local and under your control<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>Fast<\/li><\/ul>\n\n\n\n<p>Accelerate AI locally, inference times down\nto 2 ms<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>Efficient<\/li><\/ul>\n\n\n\n<p>Low power demand to allow embedded\napplications<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>Offline<\/li><\/ul>\n\n\n\n<p>Deploy in the field where connectivity is\nlimited<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><a href=\"https:\/\/www.seeedstudio.com\/Coral-Dev-Board-p-2900.html\">Google Coral Edge TPU Development Board $149.99<\/a><\/h2>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><img decoding=\"async\" width=\"1030\" height=\"551\" src=\"https:\/\/blog.seeedstudio.com\/wp-content\/uploads\/2019\/03\/\u5c4f\u5e55\u5feb\u7167-2019-03-01-\u4e0b\u53483.15.31-1030x551.png\" alt=\"Google Edge TPU Development Board $149.99\" class=\"wp-image-20808\" srcset=\"https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2019\/03\/\u5c4f\u5e55\u5feb\u7167-2019-03-01-\u4e0b\u53483.15.31-1030x551.png 1030w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2019\/03\/\u5c4f\u5e55\u5feb\u7167-2019-03-01-\u4e0b\u53483.15.31-300x161.png 300w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2019\/03\/\u5c4f\u5e55\u5feb\u7167-2019-03-01-\u4e0b\u53483.15.31-768x411.png 768w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2019\/03\/\u5c4f\u5e55\u5feb\u7167-2019-03-01-\u4e0b\u53483.15.31.png 1558w\" sizes=\"(max-width: 1030px) 100vw, 1030px\" \/><figcaption><a href=\"https:\/\/www.seeedstudio.com\/Coral-Dev-Board-p-2900.html\">Google Edge TPU Development Board $149.99<\/a><\/figcaption><\/figure><\/div>\n\n\n\n<p><a href=\"https:\/\/www.seeedstudio.com\/Coral-Dev-Board-p-2900.html\">Google TPU Coral Dev Board<\/a> is a single-board-computer that contains an Edge TPU coprocessor, composed of the Edge TPU Module (SOM) and a development baseboard. The SOM is based on NXP&#8217;s iMX8M system-on-chip (SOC), but its unique power comes from the Edge TPU coprocessor. Google TPU Coral Dev Board works with the best of Google\u2019s ML tools, including TensorFlow and Cloud.<\/p>\n\n\n\n<p>It&#8217;s ideal for prototyping new projects\nthat demand fast on-device inferencing for machine learning models. <\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><a href=\"https:\/\/www.seeedstudio.com\/Coral-USB-Accelerator-p-2899.html\">Google Edge TPU USB Accelerator $74.99 <\/a><\/h2>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter is-resized\"><img decoding=\"async\" src=\"https:\/\/blog.seeedstudio.com\/wp-content\/uploads\/2019\/03\/\u5c4f\u5e55\u5feb\u7167-2019-03-01-\u4e0b\u53483.15.03-1030x559.png\" alt=\"Google Edge TPU Development Board $149.99\" class=\"wp-image-20805\" width=\"515\" height=\"280\" srcset=\"https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2019\/03\/\u5c4f\u5e55\u5feb\u7167-2019-03-01-\u4e0b\u53483.15.03-1030x559.png 1030w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2019\/03\/\u5c4f\u5e55\u5feb\u7167-2019-03-01-\u4e0b\u53483.15.03-300x163.png 300w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2019\/03\/\u5c4f\u5e55\u5feb\u7167-2019-03-01-\u4e0b\u53483.15.03-768x417.png 768w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2019\/03\/\u5c4f\u5e55\u5feb\u7167-2019-03-01-\u4e0b\u53483.15.03.png 1552w\" sizes=\"(max-width: 515px) 100vw, 515px\" \/><figcaption><a href=\"https:\/\/www.seeedstudio.com\/Coral-USB-Accelerator-p-2899.html\">Google Edge TPU USB Accelerator $74.99 <\/a><\/figcaption><\/figure><\/div>\n\n\n\n<p>Run on-device ML inferencing on the Edge\nTPU designed by Google.<\/p>\n\n\n\n<p><a href=\"https:\/\/www.seeedstudio.com\/Coral-USB-Accelerator-p-2899.html\">The Coral USB Accelerator<\/a> is a USB device that provides an Edge TPU as a coprocessor for your computer. It accelerates inferencing for your machine learning models when attached to Raspberry Pi, and other Linux host computer.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">What is Edge TPU?<\/h2>\n\n\n\n<p>Google&#8217;s Edge TPU is not the first hardware chip they\nreleased. A few months ago, the Cloud TPU for running machine learning workloads\nbased on the TensorFlow framework was released in beta. Now, Google goes a step\nfurther in Edge TPU, a dedicated ASIC chip designed by Google that runs the\nTensorFlow Lite ML model on the edge.<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>The Edge TPU complements Google Cloud TPU and Google Cloud Services,\nproviding an end-to-end, cloud-to-end, hardware + software-based architecture\nthat facilitates the deployment of customer AI-based solutions.<\/li><li>The Edge TPU is more than just a hardware solution. It combines\ncustom hardware, open software and state-of-the-art AI algorithms to provide a\nhigh-quality, easy-to-deploy AI solution for the edge.<\/li><li>The Edge TPU can be used in a growing number of industrial\napplications such as predictive maintenance, anomaly detection, machine vision,\nrobotics, speech recognition and more. It can be used in manufacturing,\non-premise, healthcare, retail, smart space, transportation, and more.<\/li><\/ul>\n\n\n\n<p>The Edge TPU in the Coral Dev Board and USB\nAccelerator is specially-designed to execute TensorFlow Lite models.<\/p>\n\n\n\n<p>More Add-ons: <\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><a href=\"https:\/\/www.seeedstudio.com\/Coral-Camera-Module-p-2914.html\">The Coral Camera Camera&nbsp; $24.99<\/a><\/h2>\n\n\n\n<p><a href=\"https:\/\/www.seeedstudio.com\/Coral-Camera-Module-p-2914.html\">The Coral Camera<\/a> is 5-megapixel camera module designed specifically for the Dev Board and connects to the CSI connector on the bottom of the board, providing an easy way to bring visual input into your models.<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/blog.seeedstudio.com\/wp-content\/uploads\/2019\/03\/\u5c4f\u5e55\u5feb\u7167-2019-03-01-\u4e0b\u53483.06.13-1030x541.png\" alt=\"The Coral Camera  $24.99 Coming soon\" class=\"wp-image-20806\" width=\"515\" height=\"271\" srcset=\"https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2019\/03\/\u5c4f\u5e55\u5feb\u7167-2019-03-01-\u4e0b\u53483.06.13-1030x541.png 1030w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2019\/03\/\u5c4f\u5e55\u5feb\u7167-2019-03-01-\u4e0b\u53483.06.13-300x158.png 300w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2019\/03\/\u5c4f\u5e55\u5feb\u7167-2019-03-01-\u4e0b\u53483.06.13-768x404.png 768w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2019\/03\/\u5c4f\u5e55\u5feb\u7167-2019-03-01-\u4e0b\u53483.06.13.png 1484w\" sizes=\"(max-width: 515px) 100vw, 515px\" \/><figcaption><a href=\"https:\/\/www.seeedstudio.com\/Coral-Camera-Module-p-2914.html\">The Coral Camera\u00a0 $24.99 Coming soon<\/a><\/figcaption><\/figure><\/div>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>AI Enablement to Grove system is ongoing! <\/strong><\/h2>\n\n\n\n<p>Grove.py&nbsp;Python&nbsp;Library for Grove devices support Coral Dev Board now . We have supported this library for&nbsp;Raspberry Pi&nbsp;for a long time. And today, we support <a href=\"https:\/\/www.seeedstudio.com\/NVIDIA-Jetson-Nano-Development-Kit-p-2916.html\">Nvidia&nbsp;Jetson<\/a>&nbsp;nano and&nbsp;<a href=\"https:\/\/www.seeedstudio.com\/Coral-Dev-Board-p-2900.html\">Google&nbsp;Coral&nbsp;Dev Board<\/a> as well now! It will help you find the easiest way to get started with Coral Dev Board with more than 200 Grove modules. <\/p>\n\n\n\n<p>This is a blinking button demo with the Coral Dev board. Code can be found&nbsp;<a href=\"https:\/\/github.com\/Seeed-Studio\/grove.py\/blob\/master\/grove\/grove_button.py\">here<\/a>.<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">import time from grove.gpio <br>import GPIO <br>led = GPIO(12, GPIO.OUT) <br>button = GPIO(22, GPIO.IN) <br>while True:     <br>     if button.read():         <br>           led.write(1)     <br>     else:         <br>           led.write(0)     <br>     time.sleep(0.1)<\/pre>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"600\" height=\"338\" src=\"https:\/\/blog.seeedstudio.com\/wp-content\/uploads\/2019\/04\/ezgif-4-6a03ec9e9816.gif\" alt=\"Connect Coral dev board with Grove modules\" class=\"wp-image-21500\"\/><figcaption>Connect Coral dev board with Grove modules. <\/figcaption><\/figure>\n\n\n\n<p>Seeed is also  going to add Grove system including Scenario kits with community for real projects into Google&#8217;s Edge TPU in the near future! Keep in touch with us! Let us know what you want to see in the <a href=\"https:\/\/forum.seeedstudio.com\/viewforum.php?f=110&amp;sid=8fa24b4463cd87a76f729a99a400555c\">forum<\/a>, we hear then we will take action!<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Say hello to Coral! Now Google Coral Edge TPU Dev. Board, USB Accelerator and camera<\/p>\n","protected":false},"author":200,"featured_media":20808,"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":[1],"tags":[1282,1281,1283,1284],"class_list":["post-20803","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news","tag-edge-tpu","tag-google-ai","tag-google-edge-tpu","tag-tensorflow"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v24.0 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Google Coral Edge TPU and grove.py help you develop AI - 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\/2019\/04\/08\/google-coral-edge-tpu-and-grove-py-help-you-develop-ai\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Google Coral Edge TPU and grove.py help you develop AI - Latest News from Seeed Studio\" \/>\n<meta property=\"og:description\" content=\"Say hello to Coral! 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