{"id":108400,"date":"2025-03-02T18:42:07","date_gmt":"2025-03-02T18:42:07","guid":{"rendered":"https:\/\/www.seeedstudio.com\/blog\/?p=108400"},"modified":"2025-03-02T18:43:24","modified_gmt":"2025-03-02T18:43:24","slug":"ignite-tinyml-hands-on-workshop","status":"publish","type":"post","link":"https:\/\/www.seeedstudio.com\/blog\/2025\/03\/02\/ignite-tinyml-hands-on-workshop\/","title":{"rendered":"IGNITE: TinyML Hands-on Workshop"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img fetchpriority=\"high\" decoding=\"async\" width=\"822\" height=\"1030\" src=\"https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2025\/03\/IGNITE-822x1030.jpg\" alt=\"\" class=\"wp-image-108401\" srcset=\"https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2025\/03\/IGNITE-822x1030.jpg 822w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2025\/03\/IGNITE-240x300.jpg 240w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2025\/03\/IGNITE-768x962.jpg 768w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2025\/03\/IGNITE-26x32.jpg 26w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2025\/03\/IGNITE.jpg 1022w\" sizes=\"(max-width: 822px) 100vw, 822px\" \/><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p>On January 29, 2025, the <strong>IGNITE: TinyML Hands-on Workshop<\/strong> was successfully conducted at <strong>Vimalagiri Public School, Ernakulam<\/strong>,<strong>India<\/strong>. Organized by <strong>Abhinav Krishna, Seeed Ranger<\/strong>, in collaboration with the <strong>MACE IoT Club<\/strong>, this workshop introduced higher secondary students to the fascinating world of <strong>TinyML (Tiny Machine Learning)<\/strong> and IoT. The event provided a <strong>completely offline, hands-on experience<\/strong>, enabling participants to build and deploy TinyML models using <strong>Seeed Studio hardware<\/strong>.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Workshop Highlights<\/strong><\/h2>\n\n\n\n<p>The session, was designed to equip students with the fundamentals of TinyML and practical deployment strategies. Participants engaged in an immersive learning experience that covered:<\/p>\n\n\n\n<p>    &#8211;<strong>Fundamentals of TinyML and real-world applications<\/strong><br>    &#8211;<strong>Live demonstrations<\/strong> of TinyML projects using <strong>Seeed Studio hardware<\/strong><br>    &#8211;<strong>Hands-on implementation<\/strong> with the <strong>XIAO ESP32S3 Sense<\/strong> and <strong>Grove Vision AI V2 Module<\/strong><br>    &#8211;<strong>Exploring the SenseCraft platform<\/strong> for TinyML model deployment<br>    &#8211;<strong>Building and deploying custom TinyML models<\/strong> on the XIAO ESP32S3 Sense<\/p>\n\n\n\n<figure class=\"wp-block-gallery has-nested-images columns-default is-cropped wp-block-gallery-1 is-layout-flex wp-block-gallery-is-layout-flex\">\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"773\" height=\"1030\" data-id=\"108423\" src=\"https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2025\/03\/whats-773x1030.jpg\" alt=\"\" class=\"wp-image-108423\" srcset=\"https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2025\/03\/whats-773x1030.jpg 773w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2025\/03\/whats-225x300.jpg 225w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2025\/03\/whats-768x1024.jpg 768w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2025\/03\/whats-1152x1536.jpg 1152w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2025\/03\/whats-1536x2048.jpg 1536w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2025\/03\/whats-24x32.jpg 24w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2025\/03\/whats-1024x1365.jpg 1024w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2025\/03\/whats-scaled.jpg 1920w\" sizes=\"(max-width: 773px) 100vw, 773px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"773\" height=\"1030\" data-id=\"108422\" src=\"https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2025\/03\/WhatsApp-Image-2025-01-29-at-21.59.44_48eb4cc7-5-773x1030.jpg\" alt=\"\" class=\"wp-image-108422\" srcset=\"https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2025\/03\/WhatsApp-Image-2025-01-29-at-21.59.44_48eb4cc7-5-773x1030.jpg 773w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2025\/03\/WhatsApp-Image-2025-01-29-at-21.59.44_48eb4cc7-5-225x300.jpg 225w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2025\/03\/WhatsApp-Image-2025-01-29-at-21.59.44_48eb4cc7-5-768x1024.jpg 768w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2025\/03\/WhatsApp-Image-2025-01-29-at-21.59.44_48eb4cc7-5-24x32.jpg 24w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2025\/03\/WhatsApp-Image-2025-01-29-at-21.59.44_48eb4cc7-5.jpg 960w\" sizes=\"(max-width: 773px) 100vw, 773px\" \/><\/figure>\n<\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Hands-on Experience and Interactive Learning<\/strong><\/h2>\n\n\n\n<p>The highlight of the event was the <strong>practical session<\/strong>, where students:<br>     -Collected <strong>sample data<\/strong> and trained their own <strong>TinyML models<\/strong><br>     -Deployed models onto <strong>Seeed Studio hardware<\/strong><br>     -Experimented with additional components like the <strong>SenseCap Watcher<\/strong> and <strong>Wio Terminal<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-gallery has-nested-images columns-default is-cropped wp-block-gallery-2 is-layout-flex wp-block-gallery-is-layout-flex\">\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1030\" height=\"773\" data-id=\"108413\" src=\"https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2025\/03\/WhatsApp-Image-2025-01-29-at-21.59.44_36c5dfaf-2-1030x773.jpg\" alt=\"\" class=\"wp-image-108413\" srcset=\"https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2025\/03\/WhatsApp-Image-2025-01-29-at-21.59.44_36c5dfaf-2-1030x773.jpg 1030w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2025\/03\/WhatsApp-Image-2025-01-29-at-21.59.44_36c5dfaf-2-300x225.jpg 300w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2025\/03\/WhatsApp-Image-2025-01-29-at-21.59.44_36c5dfaf-2-768x576.jpg 768w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2025\/03\/WhatsApp-Image-2025-01-29-at-21.59.44_36c5dfaf-2-32x24.jpg 32w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2025\/03\/WhatsApp-Image-2025-01-29-at-21.59.44_36c5dfaf-2-1024x768.jpg 1024w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2025\/03\/WhatsApp-Image-2025-01-29-at-21.59.44_36c5dfaf-2.jpg 1280w\" sizes=\"(max-width: 1030px) 100vw, 1030px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1030\" height=\"773\" data-id=\"108411\" src=\"https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2025\/03\/WhatsApp-Image-2025-01-29-at-21.59.45_831b0767-3-1030x773.jpg\" alt=\"\" class=\"wp-image-108411\" srcset=\"https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2025\/03\/WhatsApp-Image-2025-01-29-at-21.59.45_831b0767-3-1030x773.jpg 1030w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2025\/03\/WhatsApp-Image-2025-01-29-at-21.59.45_831b0767-3-300x225.jpg 300w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2025\/03\/WhatsApp-Image-2025-01-29-at-21.59.45_831b0767-3-768x576.jpg 768w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2025\/03\/WhatsApp-Image-2025-01-29-at-21.59.45_831b0767-3-32x24.jpg 32w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2025\/03\/WhatsApp-Image-2025-01-29-at-21.59.45_831b0767-3-1024x768.jpg 1024w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2025\/03\/WhatsApp-Image-2025-01-29-at-21.59.45_831b0767-3.jpg 1280w\" sizes=\"(max-width: 1030px) 100vw, 1030px\" \/><\/figure>\n<\/figure>\n\n\n\n<p>A special <strong>live demonstration<\/strong> showcased previous TinyML projects, including <strong>EleTect: Mitigating Human-Elephant Conflict using TinyML<\/strong>, demonstrating how AI can be used for wildlife conservation.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Catch the highlights from Ignite<\/h2>\n\n\n\n<figure class=\"wp-block-video\"><video controls src=\"https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2025\/03\/WhatsApp-Video-2025-02-02-at-11.49.51_1124dd67.mp4\"><\/video><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Engagement and Feedback<\/strong><\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1030\" height=\"773\" src=\"https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2025\/03\/IMG-20250129-WA0023-1030x773.jpg\" alt=\"\" class=\"wp-image-108421\" srcset=\"https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2025\/03\/IMG-20250129-WA0023-1030x773.jpg 1030w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2025\/03\/IMG-20250129-WA0023-300x225.jpg 300w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2025\/03\/IMG-20250129-WA0023-768x576.jpg 768w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2025\/03\/IMG-20250129-WA0023-1536x1152.jpg 1536w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2025\/03\/IMG-20250129-WA0023-2048x1536.jpg 2048w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2025\/03\/IMG-20250129-WA0023-32x24.jpg 32w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2025\/03\/IMG-20250129-WA0023-1024x768.jpg 1024w\" sizes=\"(max-width: 1030px) 100vw, 1030px\" \/><\/figure>\n\n\n\n<p>The workshop was attended by <strong>26 enthusiastic students<\/strong>, who actively participated in discussions and hands-on sessions. The <strong>interactive Q&amp;A<\/strong> allowed attendees to clarify doubts and explore the challenges of deploying ML models on constrained devices.<\/p>\n\n\n\n<p> <em>\u201cThe hands-on approach made learning easier and more engaging. I never imagined building an AI model on such tiny devices!\u201d<\/em> \u2013 Participant Feedback<\/p>\n\n\n\n<p>Many students expressed interest in <strong>advanced TinyML workshops<\/strong>, paving the way for future sessions focusing on <strong>IoT, robotics, and real-world AI applications<\/strong>.<\/p>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>On January 29, 2025, the IGNITE: TinyML Hands-on Workshop was successfully conducted at Vimalagiri Public<\/p>\n","protected":false},"author":3647,"featured_media":0,"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":[304,902,3171,4538,3129],"class_list":["post-108400","post","type-post","status-publish","format-standard","hentry","category-news","tag-iot","tag-ranger","tag-tinyml","tag-vision-ai","tag-xiao"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v24.0 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>IGNITE: TinyML Hands-on Workshop - Igniting young minds with IoT<\/title>\n<meta name=\"description\" content=\"AI isn\u2019t just for experts\u2014school students are building it too! At IGNITE: TinyML Hands-on Workshop, young minds explored AI, IoT, and STEM by training real TinyML models using Seeed Studio hardware and SenseCraft. With the right tools, anyone can build AI! Click to see how they did it!\" \/>\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\/2025\/03\/02\/ignite-tinyml-hands-on-workshop\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"IGNITE: TinyML Hands-on Workshop - Igniting young minds with IoT\" \/>\n<meta property=\"og:description\" content=\"AI isn\u2019t just for experts\u2014school students are building it too! At IGNITE: TinyML Hands-on Workshop, young minds explored AI, IoT, and STEM by training real TinyML models using Seeed Studio hardware and SenseCraft. With the right tools, anyone can build AI! Click to see how they did it!\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.seeedstudio.com\/blog\/2025\/03\/02\/ignite-tinyml-hands-on-workshop\/\" \/>\n<meta property=\"og:site_name\" content=\"Latest News from Seeed Studio\" \/>\n<meta property=\"article:published_time\" content=\"2025-03-02T18:42:07+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-03-02T18:43:24+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2025\/03\/IGNITE.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1022\" \/>\n\t<meta property=\"og:image:height\" content=\"1280\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Abhinav\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Abhinav\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"3 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.seeedstudio.com\/blog\/2025\/03\/02\/ignite-tinyml-hands-on-workshop\/\",\"url\":\"https:\/\/www.seeedstudio.com\/blog\/2025\/03\/02\/ignite-tinyml-hands-on-workshop\/\",\"name\":\"IGNITE: TinyML Hands-on Workshop - Igniting young minds with IoT\",\"isPartOf\":{\"@id\":\"https:\/\/www.seeedstudio.com\/blog\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/www.seeedstudio.com\/blog\/2025\/03\/02\/ignite-tinyml-hands-on-workshop\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/www.seeedstudio.com\/blog\/2025\/03\/02\/ignite-tinyml-hands-on-workshop\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2025\/03\/IGNITE-822x1030.jpg\",\"datePublished\":\"2025-03-02T18:42:07+00:00\",\"dateModified\":\"2025-03-02T18:43:24+00:00\",\"author\":{\"@id\":\"https:\/\/www.seeedstudio.com\/blog\/#\/schema\/person\/0775473f8359e21200323cea8310a53e\"},\"description\":\"AI isn\u2019t just for experts\u2014school students are building it too! 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