{"id":108173,"date":"2025-02-26T08:54:06","date_gmt":"2025-02-26T08:54:06","guid":{"rendered":"https:\/\/www.seeedstudio.com\/blog\/?p=108173"},"modified":"2025-04-09T07:23:18","modified_gmt":"2025-04-09T07:23:18","slug":"science-features-seeed-studio-xiao-esp32s3-sense-and-tinyml-breakthrough-in-global-south","status":"publish","type":"post","link":"https:\/\/www.seeedstudio.com\/blog\/2025\/02\/26\/science-features-seeed-studio-xiao-esp32s3-sense-and-tinyml-breakthrough-in-global-south\/","title":{"rendered":"Science Features Seeed Studio XIAO ESP32S3 Sense and tinyML Breakthrough in Global South"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"108173\" class=\"elementor elementor-108173\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-6fa77a15 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6fa77a15\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-8796583\" data-id=\"8796583\" 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-4c161c5 elementor-widget elementor-widget-image\" data-id=\"4c161c5\" 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<span id=\"scroll69d074a66c4f5\"  class=\"scrollMagicControl\" type=\"hidden\" effect = {} wpmp_enable_desktop=\"yes\" wpmp_enable_tablet=\"yes\" wpmp_enable_mobile=\"yes\" wpmp_trigger_hook=\"0.5\" wpmp_reverse=\"yes\" wpmp_class_CSS =\"custom\" split-text = {} value=\"scrollmagic\"><\/span>\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.science.org\/content\/article\/what-s-tinyml-global-south-s-alternative-power-hungry-pricey-ai\">\n\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"1600\" height=\"1192\" src=\"https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2025\/02\/Screenshot-2025-02-25-231038.png\" class=\"attachment-full size-full wp-image-108183\" alt=\"\" srcset=\"https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2025\/02\/Screenshot-2025-02-25-231038.png 1600w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2025\/02\/Screenshot-2025-02-25-231038-300x224.png 300w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2025\/02\/Screenshot-2025-02-25-231038-1030x767.png 1030w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2025\/02\/Screenshot-2025-02-25-231038-768x572.png 768w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2025\/02\/Screenshot-2025-02-25-231038-1536x1144.png 1536w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2025\/02\/Screenshot-2025-02-25-231038-32x24.png 32w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2025\/02\/Screenshot-2025-02-25-231038-1024x763.png 1024w\" sizes=\"(max-width: 1600px) 100vw, 1600px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">www.science.org<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\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-20e60c28 elementor-widget elementor-widget-text-editor\" data-id=\"20e60c28\" 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<span id=\"scroll69d074a66d0cc\"  class=\"scrollMagicControl\" type=\"hidden\" effect = {} wpmp_enable_desktop=\"yes\" wpmp_enable_tablet=\"yes\" wpmp_enable_mobile=\"yes\" wpmp_trigger_hook=\"0.5\" wpmp_reverse=\"yes\" wpmp_class_CSS =\"custom\" split-text = {} value=\"scrollmagic\"><\/span>\t\t\t\t<span style=\"font-weight: 400;\">We are thrilled to share that our <\/span><span ><a style=\"color: #99cc00;\" href=\"https:\/\/www.seeedstudio.com\/XIAO-ESP32S3-Sense-p-5639.html\"><span style=\"font-weight: 400;\">Seeed Studio XIAO ESP32S3 Sense<\/span><\/a> <\/span><span style=\"font-weight: 400;\">has been prominently featured in <\/span><a href=\"https:\/\/www.science.org\/content\/article\/what-s-tinyml-global-south-s-alternative-power-hungry-pricey-ai\"><span style=\"font-weight: 400;\"><i>Science Magazine (\u201cTiny, mighty machine learning for the Global South.\u201d Vol 387, Issue 6736 on Feb. 21, 2025), highlighting its role in advancing tiny machine learning (tinyML) applications in the Global South<\/i><\/span><\/a><span style=\"font-weight: 400;\">. This recognition underscores the transformative potential of tinyML technology in addressing real-world challenges with low-cost and low-power approaches, especially in resource-limited regions.<\/span>\n\n<!-- \/wp:paragraph -->\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-4a6ee97 elementor-widget elementor-widget-text-editor\" data-id=\"4a6ee97\" 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<span id=\"scroll69d074a66d795\"  class=\"scrollMagicControl\" type=\"hidden\" effect = {} wpmp_enable_desktop=\"yes\" wpmp_enable_tablet=\"yes\" wpmp_enable_mobile=\"yes\" wpmp_trigger_hook=\"0.5\" wpmp_reverse=\"yes\" wpmp_class_CSS =\"custom\" split-text = {} value=\"scrollmagic\"><\/span>\t\t\t\t<p><span style=\"font-size: 16px;\"><em><span style=\"font-weight: 400;\">\u201c<\/span><span style=\"font-weight: 400;\">This $14 chip is only 2.1 centimeters by 1.78 centimeters and can run artificial intelligence algorithms for a variety of uses, from detecting plant diseases or abnormal human heart rhythms to tracking wildlife or environmental pollution.<\/span><span style=\"font-weight: 400;\">\u201d <\/span><\/em><\/span><\/p><p><!-- \/wp:paragraph --><\/p>\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-8f106e3 elementor-widget elementor-widget-text-editor\" data-id=\"8f106e3\" 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<span id=\"scroll69d074a66de41\"  class=\"scrollMagicControl\" type=\"hidden\" effect = {} wpmp_enable_desktop=\"yes\" wpmp_enable_tablet=\"yes\" wpmp_enable_mobile=\"yes\" wpmp_trigger_hook=\"0.5\" wpmp_reverse=\"yes\" wpmp_class_CSS =\"custom\" split-text = {} value=\"scrollmagic\"><\/span>\t\t\t\t<span style=\"font-weight: 400;\">A big shout-out to the <\/span><a style=\"color: #99cc00;\" href=\"https:\/\/tinyml.seas.harvard.edu\/4D\/AcademicNetwork\"><span style=\"font-weight: 400;\">tinyML4D Academic Network<\/span><\/a><span style=\"font-weight: 400;\"> for their incredible work in spreading and enhancing innovation like tinyML and making this milestone possible, and we\u2019re happy to be part of this. Their dedication to promoting accessible, low-power AI solutions has been instrumental in driving forward tinyML initiatives globally.<\/span>\n\n<!-- \/wp:paragraph -->\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-d627937 elementor-widget__width-initial elementor-widget elementor-widget-image\" data-id=\"d627937\" 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<span id=\"scroll69d074a66f02b\"  class=\"scrollMagicControl\" type=\"hidden\" effect = {} wpmp_enable_desktop=\"yes\" wpmp_enable_tablet=\"yes\" wpmp_enable_mobile=\"yes\" wpmp_trigger_hook=\"0.5\" wpmp_reverse=\"yes\" wpmp_class_CSS =\"custom\" split-text = {} value=\"scrollmagic\"><\/span>\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.science.org\/content\/article\/what-s-tinyml-global-south-s-alternative-power-hungry-pricey-ai\">\n\t\t\t\t\t\t\t<img decoding=\"async\" width=\"2011\" height=\"2560\" src=\"https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2025\/02\/science.2025.387.issue-6736.largecover-scaled.jpg\" class=\"attachment-full size-full wp-image-108178\" alt=\"\" srcset=\"https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2025\/02\/science.2025.387.issue-6736.largecover-scaled.jpg 2011w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2025\/02\/science.2025.387.issue-6736.largecover-236x300.jpg 236w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2025\/02\/science.2025.387.issue-6736.largecover-809x1030.jpg 809w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2025\/02\/science.2025.387.issue-6736.largecover-768x977.jpg 768w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2025\/02\/science.2025.387.issue-6736.largecover-1207x1536.jpg 1207w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2025\/02\/science.2025.387.issue-6736.largecover-1609x2048.jpg 1609w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2025\/02\/science.2025.387.issue-6736.largecover-25x32.jpg 25w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2025\/02\/science.2025.387.issue-6736.largecover-1024x1303.jpg 1024w\" sizes=\"(max-width: 2011px) 100vw, 2011px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">www.science.org<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\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-10f9663d elementor-widget elementor-widget-spacer\" data-id=\"10f9663d\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span id=\"scroll69d074a66f6f7\"  class=\"scrollMagicControl\" type=\"hidden\" effect = {} wpmp_enable_desktop=\"yes\" wpmp_enable_tablet=\"yes\" wpmp_enable_mobile=\"yes\" wpmp_trigger_hook=\"0.5\" wpmp_reverse=\"yes\" wpmp_class_CSS =\"custom\" split-text = {} value=\"scrollmagic\"><\/span>\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6e0049a elementor-widget elementor-widget-heading\" data-id=\"6e0049a\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span id=\"scroll69d074a67015c\"  class=\"scrollMagicControl\" type=\"hidden\" effect = {} wpmp_enable_desktop=\"yes\" wpmp_enable_tablet=\"yes\" wpmp_enable_mobile=\"yes\" wpmp_trigger_hook=\"0.5\" wpmp_reverse=\"yes\" wpmp_class_CSS =\"custom\" split-text = {} value=\"scrollmagic\"><\/span><h3 class=\"elementor-heading-title elementor-size-default\">TinyML for the Global South: Real-World Applications<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1346c943 elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"1346c943\" 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<span id=\"scroll69d074a6707fc\"  class=\"scrollMagicControl\" type=\"hidden\" effect = {} wpmp_enable_desktop=\"yes\" wpmp_enable_tablet=\"yes\" wpmp_enable_mobile=\"yes\" wpmp_trigger_hook=\"0.5\" wpmp_reverse=\"yes\" wpmp_class_CSS =\"custom\" split-text = {} value=\"scrollmagic\"><\/span>\t\t\t\t<span style=\"font-weight: 400;\">TinyML refers to machine learning models that run on small, low-power devices. Unlike traditional AI systems that require extensive computational resources and constant internet connectivity, tinyML operates efficiently on affordable resource-constrained hardware like tiny microcontrollers like <\/span><span ><a style=\"color: #99cc00;\"href=\"https:\/\/www.seeedstudio.com\/xiao-series-page\"><span style=\"font-weight: 400;\">Seeed Studio XIAO<\/span><\/a><\/span><span style=\"font-weight: 400;\">, making it a perfect fit for rural and underserved areas.<\/span>\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-46f1530 elementor-widget elementor-widget-spacer\" data-id=\"46f1530\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span id=\"scroll69d074a670e1f\"  class=\"scrollMagicControl\" type=\"hidden\" effect = {} wpmp_enable_desktop=\"yes\" wpmp_enable_tablet=\"yes\" wpmp_enable_mobile=\"yes\" wpmp_trigger_hook=\"0.5\" wpmp_reverse=\"yes\" wpmp_class_CSS =\"custom\" split-text = {} value=\"scrollmagic\"><\/span>\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-449ce99 elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"449ce99\" 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<span id=\"scroll69d074a6714a3\"  class=\"scrollMagicControl\" type=\"hidden\" effect = {} wpmp_enable_desktop=\"yes\" wpmp_enable_tablet=\"yes\" wpmp_enable_mobile=\"yes\" wpmp_trigger_hook=\"0.5\" wpmp_reverse=\"yes\" wpmp_class_CSS =\"custom\" split-text = {} value=\"scrollmagic\"><\/span>\t\t\t\t<p>This inspiring Science featured story walks us through to a rich collection of tinyML applications in the Global South, creating tangible impacts:<\/p>\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-c7f75fc elementor-widget elementor-widget-spacer\" data-id=\"c7f75fc\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span id=\"scroll69d074a671ab7\"  class=\"scrollMagicControl\" type=\"hidden\" effect = {} wpmp_enable_desktop=\"yes\" wpmp_enable_tablet=\"yes\" wpmp_enable_mobile=\"yes\" wpmp_trigger_hook=\"0.5\" wpmp_reverse=\"yes\" wpmp_class_CSS =\"custom\" split-text = {} value=\"scrollmagic\"><\/span>\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-28261a4 elementor-widget elementor-widget-text-editor\" data-id=\"28261a4\" 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<span id=\"scroll69d074a672153\"  class=\"scrollMagicControl\" type=\"hidden\" effect = {} wpmp_enable_desktop=\"yes\" wpmp_enable_tablet=\"yes\" wpmp_enable_mobile=\"yes\" wpmp_trigger_hook=\"0.5\" wpmp_reverse=\"yes\" wpmp_class_CSS =\"custom\" split-text = {} value=\"scrollmagic\"><\/span>\t\t\t\t<ul style=\"margin-bottom: 0px; margin-left: 1.5em;\"><li><span style=\"font-weight: bold;\">Agriculture:<\/span>\u00a0Researchers like Bala Murugan from the Vellore Institute of Technology in India are using tinyML-equipped drones to detect fungal diseases in cashew trees with up to 99% accuracy. This innovation helps reduce the indiscriminate use of pesticides, saving costs and minimizing environmental harm.<\/li><\/ul>\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-14e0204 elementor-widget elementor-widget-image\" data-id=\"14e0204\" 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<span id=\"scroll69d074a6731cc\"  class=\"scrollMagicControl\" type=\"hidden\" effect = {} wpmp_enable_desktop=\"yes\" wpmp_enable_tablet=\"yes\" wpmp_enable_mobile=\"yes\" wpmp_trigger_hook=\"0.5\" wpmp_reverse=\"yes\" wpmp_class_CSS =\"custom\" split-text = {} value=\"scrollmagic\"><\/span>\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1600\" height=\"1200\" src=\"https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2025\/02\/20250221_nf_leafrust_1.jpg\" class=\"attachment-full size-full wp-image-108179\" alt=\"\" srcset=\"https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2025\/02\/20250221_nf_leafrust_1.jpg 1600w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2025\/02\/20250221_nf_leafrust_1-300x225.jpg 300w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2025\/02\/20250221_nf_leafrust_1-1030x773.jpg 1030w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2025\/02\/20250221_nf_leafrust_1-768x576.jpg 768w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2025\/02\/20250221_nf_leafrust_1-1536x1152.jpg 1536w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2025\/02\/20250221_nf_leafrust_1-32x24.jpg 32w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2025\/02\/20250221_nf_leafrust_1-1024x768.jpg 1024w\" sizes=\"(max-width: 1600px) 100vw, 1600px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\"><\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\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-476ef8b elementor-widget elementor-widget-spacer\" data-id=\"476ef8b\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span id=\"scroll69d074a673820\"  class=\"scrollMagicControl\" type=\"hidden\" effect = {} wpmp_enable_desktop=\"yes\" wpmp_enable_tablet=\"yes\" wpmp_enable_mobile=\"yes\" wpmp_trigger_hook=\"0.5\" wpmp_reverse=\"yes\" wpmp_class_CSS =\"custom\" split-text = {} value=\"scrollmagic\"><\/span>\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0824158 elementor-widget elementor-widget-text-editor\" data-id=\"0824158\" 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<span id=\"scroll69d074a673ecd\"  class=\"scrollMagicControl\" type=\"hidden\" effect = {} wpmp_enable_desktop=\"yes\" wpmp_enable_tablet=\"yes\" wpmp_enable_mobile=\"yes\" wpmp_trigger_hook=\"0.5\" wpmp_reverse=\"yes\" wpmp_class_CSS =\"custom\" split-text = {} value=\"scrollmagic\"><\/span>\t\t\t\t<ul><li style=\"list-style-type: none;\"><ul><li><b>Healthcare: <\/b><span style=\"font-weight: 400;\">From detecting anemia in Peru to identifying atrial fibrillation in Brazil, tinyML devices are enabling low-cost, portable health diagnostics in areas with limited medical infrastructure.<\/span><\/li><\/ul><\/li><\/ul>\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-71d09b6 elementor-widget elementor-widget-image\" data-id=\"71d09b6\" 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<span id=\"scroll69d074a674f3d\"  class=\"scrollMagicControl\" type=\"hidden\" effect = {} wpmp_enable_desktop=\"yes\" wpmp_enable_tablet=\"yes\" wpmp_enable_mobile=\"yes\" wpmp_trigger_hook=\"0.5\" wpmp_reverse=\"yes\" wpmp_class_CSS =\"custom\" split-text = {} value=\"scrollmagic\"><\/span>\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1248\" height=\"1422\" src=\"https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2025\/02\/20250221_nf_healthdevice2.jpg\" class=\"attachment-full size-full wp-image-108180\" alt=\"\" srcset=\"https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2025\/02\/20250221_nf_healthdevice2.jpg 1248w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2025\/02\/20250221_nf_healthdevice2-263x300.jpg 263w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2025\/02\/20250221_nf_healthdevice2-904x1030.jpg 904w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2025\/02\/20250221_nf_healthdevice2-768x875.jpg 768w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2025\/02\/20250221_nf_healthdevice2-28x32.jpg 28w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2025\/02\/20250221_nf_healthdevice2-1024x1167.jpg 1024w\" sizes=\"(max-width: 1248px) 100vw, 1248px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\"><\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\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-57081464 elementor-widget elementor-widget-spacer\" data-id=\"57081464\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span id=\"scroll69d074a675587\"  class=\"scrollMagicControl\" type=\"hidden\" effect = {} wpmp_enable_desktop=\"yes\" wpmp_enable_tablet=\"yes\" wpmp_enable_mobile=\"yes\" wpmp_trigger_hook=\"0.5\" wpmp_reverse=\"yes\" wpmp_class_CSS =\"custom\" split-text = {} value=\"scrollmagic\"><\/span>\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d52accd elementor-widget elementor-widget-text-editor\" data-id=\"d52accd\" 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<span id=\"scroll69d074a675c1c\"  class=\"scrollMagicControl\" type=\"hidden\" effect = {} wpmp_enable_desktop=\"yes\" wpmp_enable_tablet=\"yes\" wpmp_enable_mobile=\"yes\" wpmp_trigger_hook=\"0.5\" wpmp_reverse=\"yes\" wpmp_class_CSS =\"custom\" split-text = {} value=\"scrollmagic\"><\/span>\t\t\t\t<ul><li style=\"list-style-type: none;\"><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Environmental Monitoring:<\/b><span style=\"font-weight: 400;\"> In Malaysia, tinyML devices are tracking plastic waste in rivers, supporting cleanup efforts and helping protect critical ecosystems like mangroves.<\/span><\/li><\/ul><\/li><\/ul>\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-b57ea08 elementor-widget elementor-widget-image\" data-id=\"b57ea08\" 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<span id=\"scroll69d074a676c3a\"  class=\"scrollMagicControl\" type=\"hidden\" effect = {} wpmp_enable_desktop=\"yes\" wpmp_enable_tablet=\"yes\" wpmp_enable_mobile=\"yes\" wpmp_trigger_hook=\"0.5\" wpmp_reverse=\"yes\" wpmp_class_CSS =\"custom\" split-text = {} value=\"scrollmagic\"><\/span>\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1051\" height=\"1055\" src=\"https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2025\/02\/Screenshot-2025-02-25-215924.png\" class=\"attachment-full size-full wp-image-108181\" alt=\"\" srcset=\"https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2025\/02\/Screenshot-2025-02-25-215924.png 1051w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2025\/02\/Screenshot-2025-02-25-215924-300x300.png 300w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2025\/02\/Screenshot-2025-02-25-215924-1026x1030.png 1026w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2025\/02\/Screenshot-2025-02-25-215924-80x80.png 80w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2025\/02\/Screenshot-2025-02-25-215924-768x771.png 768w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2025\/02\/Screenshot-2025-02-25-215924-32x32.png 32w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2025\/02\/Screenshot-2025-02-25-215924-1024x1028.png 1024w\" sizes=\"(max-width: 1051px) 100vw, 1051px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\"><\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\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-2b36724 elementor-widget elementor-widget-spacer\" data-id=\"2b36724\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span id=\"scroll69d074a6772a5\"  class=\"scrollMagicControl\" type=\"hidden\" effect = {} wpmp_enable_desktop=\"yes\" wpmp_enable_tablet=\"yes\" wpmp_enable_mobile=\"yes\" wpmp_trigger_hook=\"0.5\" wpmp_reverse=\"yes\" wpmp_class_CSS =\"custom\" split-text = {} value=\"scrollmagic\"><\/span>\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-00984ee elementor-widget elementor-widget-text-editor\" data-id=\"00984ee\" 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<span id=\"scroll69d074a6779af\"  class=\"scrollMagicControl\" type=\"hidden\" effect = {} wpmp_enable_desktop=\"yes\" wpmp_enable_tablet=\"yes\" wpmp_enable_mobile=\"yes\" wpmp_trigger_hook=\"0.5\" wpmp_reverse=\"yes\" wpmp_class_CSS =\"custom\" split-text = {} value=\"scrollmagic\"><\/span>\t\t\t\t<span style=\"font-weight: 400;\">These success stories demonstrate the power of tinyML to deliver scalable, sustainable solutions to pressing local challenges. To have a deeper dive into those impactful applicaitons and cases, we\u2019re talking with <\/span><a style=\"color: #99cc00;\" href=\"https:\/\/www.linkedin.com\/in\/marco-zennaro-3480844\/\"><span style=\"font-weight: 400;\">Prof. Marco Zennaro<\/span><\/a><span style=\"font-weight: 400;\"> and <\/span><a style=\"color: #99cc00;\" href=\"https:\/\/www.linkedin.com\/in\/marcelo-jose-rovai-brazil-chile\/\"><span style=\"font-weight: 400;\">Prof. Marcelo Rolai<\/span><\/a><span style=\"font-weight: 400;\"> at TinyML4D Academic Network to curate a <\/span><a style=\"color: #99cc00;\" href=\"https:\/\/www.youtube.com\/@SeeedStudioSZ\/streams\"><span style=\"font-weight: 400;\">YouTube livestream<\/span><\/a><span style=\"font-weight: 400;\">. We\u2019ll share more details about the stream soon. Stay tuned! <\/span>\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-76879905 elementor-widget elementor-widget-heading\" data-id=\"76879905\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span id=\"scroll69d074a678020\"  class=\"scrollMagicControl\" type=\"hidden\" effect = {} wpmp_enable_desktop=\"yes\" wpmp_enable_tablet=\"yes\" wpmp_enable_mobile=\"yes\" wpmp_trigger_hook=\"0.5\" wpmp_reverse=\"yes\" wpmp_class_CSS =\"custom\" split-text = {} value=\"scrollmagic\"><\/span><h3 class=\"elementor-heading-title elementor-size-default\">Driving tinyML Adoption: Collaboration and Resources\n<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b941ea1 elementor-widget elementor-widget-text-editor\" data-id=\"b941ea1\" 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<span id=\"scroll69d074a6787b8\"  class=\"scrollMagicControl\" type=\"hidden\" effect = {} wpmp_enable_desktop=\"yes\" wpmp_enable_tablet=\"yes\" wpmp_enable_mobile=\"yes\" wpmp_trigger_hook=\"0.5\" wpmp_reverse=\"yes\" wpmp_class_CSS =\"custom\" split-text = {} value=\"scrollmagic\"><\/span>\t\t\t\t<p><span style=\"font-weight: 400;\">As mentioned in the Science Story, the rise of tinyML in the Global South is supported by collaborative efforts and educational resources. We\u2019re super honored to contribute our tiny effort to this growing and enlightening journey.<\/span><\/p><p><a href=\"https:\/\/tinyml.seas.harvard.edu\/4D\/AcademicNetwork\"><b>TinyML4D Academic Network:<\/b><\/a> <span style=\"font-weight: 400;\">Launched in 2021 by <\/span><a href=\"https:\/\/www.harvard.edu\/\"><span style=\"font-weight: 400;\">Harvard University<\/span><\/a><span style=\"font-weight: 400;\"> and the <\/span><a href=\"https:\/\/www.ictp.it\/\"><span style=\"font-weight: 400;\">Abdus Salam International Centre for Theoretical Physics (ICTP)<\/span><\/a><span style=\"font-weight: 400;\">, this network supports over 50 academic institutions by providing hardware kits, and fostering research and education in tinyML applications. Since 2022, Seeed Studio has been working and collaborating with institutions in the network to <\/span><a href=\"https:\/\/docs.google.com\/forms\/d\/e\/1FAIpQLSeMvQslsc6yXRuL5FZX3pLzptagRSJrC58dR8N7gdwX1QnCSA\/viewform\"><span style=\"font-weight: 400;\">offer tinyML hardware kits<\/span><\/a><span style=\"font-weight: 400;\">, and supporting <\/span><a href=\"https:\/\/indico.ictp.it\/event\/10463\"><span style=\"font-weight: 400;\">tinyML\u2019s adoption via workshops and events<\/span><\/a><span style=\"font-weight: 400;\">.<\/span><br \/><br \/><a href=\"https:\/\/github.com\/harvard-edge\/cs249r_book\"><b>&#8220;MACHINE LEARNING SYSTEMS&#8221; Book<\/b><\/a><b>:<\/b><span style=\"font-weight: 400;\"> This open-source resource provides comprehensive guidance on developing and deploying Machine Learning (including tinyML) solutions, helping bridge the knowledge gap for researchers and practitioners worldwide. By working closely with <\/span><span style=\"font-weight: 400;\">Prof. Vijay Janapa Reddi, <\/span><a href=\"https:\/\/www.linkedin.com\/in\/marcelo-jose-rovai-brazil-chile\/\"><span style=\"font-weight: 400;\">Prof. Marcelo Rolai<\/span><\/a><span style=\"font-weight: 400;\">, and many other <\/span><a href=\"https:\/\/mlsysbook.ai\/contents\/frontmatter\/acknowledgements\/acknowledgements.html#contributors\"><b>contributors<\/b><\/a><span style=\"font-weight: 400;\">, we contributed to the <\/span><a href=\"https:\/\/mlsysbook.ai\/contents\/labs\/seeed\/xiao_esp32s3\/xiao_esp32s3.html\"><span style=\"font-weight: 400;\">hands-on practices in the book with Seeed Studio XIAO ESP32S3 Sense<\/span><\/a><span style=\"font-weight: 400;\">, the tiny thumb-sized vision camera kit.<\/span><br \/><br \/><a href=\"https:\/\/www.seeedstudio.com\/XIAO-ESP32S3-Sense-p-5639.html\"><b>Seeed Studio XIAO ESP32S3 Sense<\/b><\/a><b>:<\/b><span style=\"font-weight: 400;\"> Our XIAO ESP32S3 Sense is a powerful yet compact microcontroller tailored for tinyML applications. It powers a variety of innovative projects worldwide, including smart spectacles and the <\/span><b>&#8216;<a href=\"https:\/\/www.hackster.io\/taifur\/third-eye-for-blind-82bcd5\">Third Eye<\/a>&#8216;<\/b><span style=\"font-weight: 400;\"> project for visually impaired users, enhancing navigation and text-to-speech conversion. Other projects include an <\/span><a href=\"https:\/\/www.hackster.io\/mjrobot\/exploring-machine-learning-with-the-new-xiao-esp32s3-6463e5\"><b>anomaly detection and motion classification system<\/b><\/a><span style=\"font-weight: 400;\"> for personal safety and an <\/span><a href=\"https:\/\/www.hackster.io\/sologithu\/environment-audio-monitoring-wearable-with-xiao-esp32s3-12a096\"><b>audio classification wearable<\/b><\/a><span style=\"font-weight: 400;\"> that identifies dog sounds to alert users of nearby animals.<\/span><\/p>\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-7cd4728d elementor-widget elementor-widget-video\" data-id=\"7cd4728d\" data-element_type=\"widget\" data-settings=\"{&quot;video_type&quot;:&quot;hosted&quot;,&quot;autoplay&quot;:&quot;yes&quot;,&quot;loop&quot;:&quot;yes&quot;}\" data-widget_type=\"video.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span id=\"scroll69d074a67954c\"  class=\"scrollMagicControl\" type=\"hidden\" effect = {} wpmp_enable_desktop=\"yes\" wpmp_enable_tablet=\"yes\" wpmp_enable_mobile=\"yes\" wpmp_trigger_hook=\"0.5\" wpmp_reverse=\"yes\" wpmp_class_CSS =\"custom\" split-text = {} value=\"scrollmagic\"><\/span>\t\t<div class=\"e-hosted-video elementor-wrapper elementor-open-inline\">\n\t\t\t\t\t<video class=\"elementor-video\" src=\"https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2025\/02\/1-113991115-xiao-esp32s3-sense_8.mp4\" autoplay=\"\" loop=\"\" controlsList=\"nodownload\"><\/video>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-23c69d70 elementor-widget elementor-widget-spacer\" data-id=\"23c69d70\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span id=\"scroll69d074a679d63\"  class=\"scrollMagicControl\" type=\"hidden\" effect = {} wpmp_enable_desktop=\"yes\" wpmp_enable_tablet=\"yes\" wpmp_enable_mobile=\"yes\" wpmp_trigger_hook=\"0.5\" wpmp_reverse=\"yes\" wpmp_class_CSS =\"custom\" split-text = {} value=\"scrollmagic\"><\/span>\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-75166bc2 elementor-widget elementor-widget-heading\" data-id=\"75166bc2\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span id=\"scroll69d074a67a694\"  class=\"scrollMagicControl\" type=\"hidden\" effect = {} wpmp_enable_desktop=\"yes\" wpmp_enable_tablet=\"yes\" wpmp_enable_mobile=\"yes\" wpmp_trigger_hook=\"0.5\" wpmp_reverse=\"yes\" wpmp_class_CSS =\"custom\" split-text = {} value=\"scrollmagic\"><\/span><h3 class=\"elementor-heading-title elementor-size-default\">Our Commitment to tinyML in the Global South<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-77a551de elementor-widget elementor-widget-text-editor\" data-id=\"77a551de\" 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<span id=\"scroll69d074a67aef5\"  class=\"scrollMagicControl\" type=\"hidden\" effect = {} wpmp_enable_desktop=\"yes\" wpmp_enable_tablet=\"yes\" wpmp_enable_mobile=\"yes\" wpmp_trigger_hook=\"0.5\" wpmp_reverse=\"yes\" wpmp_class_CSS =\"custom\" split-text = {} value=\"scrollmagic\"><\/span>\t\t\t\t<p><span style=\"font-weight: 400;\">At Seeed Studio, we are committed to supporting impactful tinyML initiatives. To better enable researchers,developers, and educators in the Global South, we are offering an exclusive <\/span><b>15% discount <\/b><span style=\"font-weight: 400;\">on the <\/span><a href=\"https:\/\/www.seeedstudio.com\/XIAO-ESP32S3-Sense-p-5639.html\"><span style=\"font-weight: 400;\">XIAO ESP32S3 Sense<\/span><\/a><span style=\"font-weight: 400;\"> with the coupon code <\/span><span style=\"color: #99cc00;\"><b>tinyML4GS<\/b><\/span><span style=\"font-weight: 400;\">\u00a0(expires on Dec. 30, 2025, applicable for orders that contain <\/span><a href=\"https:\/\/www.seeedstudio.com\/XIAO-ESP32S3-Sense-p-5639.html\"><span style=\"font-weight: 400;\">XIAO ESP32S3 Sense<\/span><\/a><span style=\"font-weight: 400;\"> or <\/span><a href=\"https:\/\/www.seeedstudio.com\/Seeed-Studio-XIAO-ESP32S3-Sense-Pre-Soldered-p-6335.html\"><span style=\"font-weight: 400;\">XIAO ESP32S3 Sense (Pre-Soldered)<\/span><\/a><span style=\"font-weight: 400;\">.<\/span><\/p>\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-c722ff8 elementor-widget elementor-widget-text-editor\" data-id=\"c722ff8\" 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<span id=\"scroll69d074a67b56c\"  class=\"scrollMagicControl\" type=\"hidden\" effect = {} wpmp_enable_desktop=\"yes\" wpmp_enable_tablet=\"yes\" wpmp_enable_mobile=\"yes\" wpmp_trigger_hook=\"0.5\" wpmp_reverse=\"yes\" wpmp_class_CSS =\"custom\" split-text = {} value=\"scrollmagic\"><\/span>\t\t\t\t<p>Additionally, we encourage academic institutions to explore our\u00a0<a href=\"https:\/\/www.seeedstudio.com\/academic-support\">Academic Support Program<\/a>, which provides tailored assistance, hardware sponsorships, and technical support to drive innovation, application, and education in tinyML.<\/p>\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-dbd05a0 elementor-widget elementor-widget-text-editor\" data-id=\"dbd05a0\" 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<span id=\"scroll69d074a67bbd9\"  class=\"scrollMagicControl\" type=\"hidden\" effect = {} wpmp_enable_desktop=\"yes\" wpmp_enable_tablet=\"yes\" wpmp_enable_mobile=\"yes\" wpmp_trigger_hook=\"0.5\" wpmp_reverse=\"yes\" wpmp_class_CSS =\"custom\" split-text = {} value=\"scrollmagic\"><\/span>\t\t\t\t<p>The future of AI doesn&#8217;t have to be big to be transformative. With tinyML, we are empowering communities worldwide to tackle big challenges with small, smart decentralized solutions. Join us in advancing tinyML for a more sustainable and inclusive future.<\/p>\t\t\t\t\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<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>www.science.org We are thrilled to share that our Seeed Studio XIAO ESP32S3 Sense has been<\/p>\n","protected":false},"author":3623,"featured_media":108209,"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":[5007,1],"tags":[5093,304,1608,5094,4706,3171,5095,4669,4555],"class_list":["post-108173","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-feature","category-news","tag-global-south","tag-iot","tag-machine-learning","tag-science-magazine","tag-seeed-studio-xiao","tag-tinyml","tag-tinyml4d-academic-network","tag-working-together","tag-xiao-esp32s3-sense"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v24.0 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Science Features Seeed Studio XIAO ESP32S3 Sense and tinyML Breakthrough in Global South - 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\/2025\/02\/26\/science-features-seeed-studio-xiao-esp32s3-sense-and-tinyml-breakthrough-in-global-south\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Science Features Seeed Studio XIAO ESP32S3 Sense and tinyML Breakthrough in Global South - Latest News from Seeed Studio\" \/>\n<meta property=\"og:description\" content=\"www.science.org We are thrilled to share that our Seeed Studio XIAO ESP32S3 Sense has been\" \/>\n<meta property=\"og:url\" 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