{"id":97754,"date":"2024-07-04T08:57:32","date_gmt":"2024-07-04T08:57:32","guid":{"rendered":"https:\/\/www.seeedstudio.com\/blog\/?p=97754"},"modified":"2026-02-26T02:08:46","modified_gmt":"2026-02-26T02:08:46","slug":"raspberry-pi-ai-projects","status":"publish","type":"post","link":"https:\/\/www.seeedstudio.com\/blog\/2024\/07\/04\/raspberry-pi-ai-projects\/","title":{"rendered":"Top Raspberry Pi AI Projects in 2026 for Beginners and Up"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"97754\" class=\"elementor elementor-97754\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5297eef e-flex e-con-boxed e-con e-parent\" data-id=\"5297eef\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-055159a elementor-widget elementor-widget-heading\" data-id=\"055159a\" 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=\"scroll69e62150b9d8a\"  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><h2 class=\"elementor-heading-title elementor-size-default\">About Raspberry Pi \n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-d6bf636 e-flex e-con-boxed e-con e-parent\" data-id=\"d6bf636\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-bea9559 elementor-widget elementor-widget-text-editor\" data-id=\"bea9559\" 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=\"scroll69e62150baf97\"  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>Raspberry Pi is a series of compact and affordable single-board computers that have revolutionized the world of DIY computing and education.<\/p><p>The release of the Raspberry Pi 5 in October 2023 marked a significant leap forward, opening up new possibilities and projects for AI enthusiasts with its substantial improvements in speed and performance.<\/p><p>While previous Raspberry Pi models can handle some AI tasks, they may not be able to keep up with the computational demands of modern AI and machine learning algorithms. For those AI enthusiasts, we strongly recommend investing in the Raspberry Pi 5 to ensure a smooth and fast performance.<\/p><p>In this article, we&#8217;ll explore the top 6 Raspberry Pi AI projects that you can try in 2026.<\/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-1fcf758 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"1fcf758\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span id=\"scroll69e62150bba2e\"  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-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-406f8fe e-flex e-con-boxed e-con e-parent\" data-id=\"406f8fe\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-21d2530 elementor-widget elementor-widget-heading\" data-id=\"21d2530\" 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=\"scroll69e62150bc678\"  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><h2 class=\"elementor-heading-title elementor-size-default\">Top 6 Raspberry Pi AI Projects in 2026\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-1c016ff e-flex e-con-boxed e-con e-parent\" data-id=\"1c016ff\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-46065d4 elementor-widget elementor-widget-heading\" data-id=\"46065d4\" 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=\"scroll69e62150bd32b\"  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\">\n01. Raspberry Pi in Computer Vision Using OpenCV<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-b4a66ca e-flex e-con-boxed e-con e-parent\" data-id=\"b4a66ca\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4b74b9a elementor-widget elementor-widget-image\" data-id=\"4b74b9a\" 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=\"scroll69e62150be877\"  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\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"640\" height=\"360\" src=\"https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2024\/07\/object-recognition.png\" class=\"attachment-large size-large wp-image-97751\" alt=\"object recognition\" srcset=\"https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2024\/07\/object-recognition.png 686w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2024\/07\/object-recognition-300x169.png 300w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2024\/07\/object-recognition-32x18.png 32w\" sizes=\"(max-width: 640px) 100vw, 640px\" \/>\t\t\t\t\t\t\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-855e86c elementor-widget elementor-widget-text-editor\" data-id=\"855e86c\" 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=\"scroll69e62150bef07\"  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: 14px;\"><i>Image source: <\/i><a href=\"https:\/\/www.youtube.com\/watch?v=iOTWZI4RHA8&amp;list=PLPK2l9Knytg7O_okVr-prI1KbZ8GJeMKz&amp;index=1&amp;t=9s\"><i>Core Electronics Youtube Channel<\/i><\/a><\/span><\/p><p><span data-font-family=\"default\">AI is not just about LLMs and chatbots. Computer vision is a field of AI that has been present long before LLM and uses machine learning and neural networks for object detection, image classification. facial recognition and much more!<\/span><\/p><p><span data-font-family=\"default\">In fact, computer vision is the fundamental technology for self-driving vehicles.<\/span><\/p><p><span data-font-family=\"default\">You can follow this <\/span><a target=\"_blank\" href=\"https:\/\/learn.circuit.rocks\/introduction-to-opencv-using-the-raspberry-pi\" rel=\"noopener\"><span data-font-family=\"default\"><span style=\"color: #1e70d0;\">detailed guide<\/span><\/span><\/a><span data-font-family=\"default\"> to help set up your <\/span><span data-font-family=\"default\">R<\/span><span data-font-family=\"default\">aspberry Pi with OpenCV and get started experimenting with some basic computer vision!<\/span><\/p><p><b><span data-font-family=\"default\">Items you may require<\/span><\/b><\/p><ul><li><a href=\"https:\/\/www.seeedstudio.com\/Raspberry-Pi-Camera-3-p-5574.html\"><span data-font-family=\"default\"><span style=\"color: #1e70d0;\">Official camera module<\/span><\/span><\/a><span data-font-family=\"default\"> for Raspberry Pi, built for AI applications. <\/span><\/li><li><a href=\"https:\/\/www.seeedstudio.com\/Raspberry-Pi-5-8GB-p-5810.html\"><span data-font-family=\"default\"><span style=\"color: #1e70d0;\">Latest generation Raspberry Pi 5 model<\/span><\/span><\/a><span data-font-family=\"default\"> for enhanced performance<\/span><\/li><\/ul><p><b><span data-font-family=\"default\">Additional Video Guide<\/span><\/b><\/p><ul><li><span data-font-family=\"default\">View <\/span><span data-font-family=\"default\">Core Electronics youtube playlist,<\/span><span data-font-family=\"default\"> which showcases many easy to follow tutorials on computer vision with raspberry Pi.<\/span><\/li><\/ul>\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\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-62ffc01 e-flex e-con-boxed e-con e-parent\" data-id=\"62ffc01\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-55d7812 elementor-widget elementor-widget-video\" data-id=\"55d7812\" data-element_type=\"widget\" data-settings=\"{&quot;youtube_url&quot;:&quot;https:\\\/\\\/www.youtube.com\\\/watch?v=iOTWZI4RHA8&amp;list=PLPK2l9Knytg7O_okVr-prI1KbZ8GJeMKz&amp;index=2&amp;t=9s&quot;,&quot;video_type&quot;:&quot;youtube&quot;,&quot;controls&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=\"scroll69e62150c019c\"  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-wrapper elementor-open-inline\">\n\t\t\t<div class=\"elementor-video\"><\/div>\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5f6df3b e-flex e-con-boxed e-con e-parent\" data-id=\"5f6df3b\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c7eea7c elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"c7eea7c\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span id=\"scroll69e62150c0e22\"  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-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-4157e84 e-flex e-con-boxed e-con e-parent\" data-id=\"4157e84\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-561e850 elementor-widget elementor-widget-heading\" data-id=\"561e850\" 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=\"scroll69e62150c1a6e\"  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\">02. Raspberry Pi Voice-Controlled AI Assistant<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-0e91375 e-flex e-con-boxed e-con e-parent\" data-id=\"0e91375\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-743666c elementor-widget elementor-widget-image\" data-id=\"743666c\" 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=\"scroll69e62150c32b3\"  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\t\t\t<img decoding=\"async\" width=\"640\" height=\"304\" src=\"https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2024\/07\/voice-controll-1030x490.png\" class=\"attachment-large size-large wp-image-97757\" alt=\"Raspberry Pi Voice-Controlled AI Assistant\" srcset=\"https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2024\/07\/voice-controll-1030x490.png 1030w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2024\/07\/voice-controll-300x143.png 300w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2024\/07\/voice-controll-768x365.png 768w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2024\/07\/voice-controll-32x15.png 32w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2024\/07\/voice-controll-1024x487.png 1024w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2024\/07\/voice-controll.png 1298w\" sizes=\"(max-width: 640px) 100vw, 640px\" \/>\t\t\t\t\t\t\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-68b87ed elementor-widget elementor-widget-text-editor\" data-id=\"68b87ed\" 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=\"scroll69e62150c3936\"  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: 14px;\"><i>Image source: <\/i><a href=\"https:\/\/www.hostingadvice.com\/blog\/mycroft-brings-data-privacy-and-customization-to-voice-assistant-technology\/\"><i>HostingAdvice.com<\/i><\/a><\/span><\/p><p><span data-font-family=\"default\">A cornerstone of any smart home or an intelligent workspace is a voice assistant, allowing you to control smart devices or retrieve information just by using voice commands. This project uses Mycroft specifically, an open sourced voice assistant which keeps your data local and secure. <\/span><\/p><p><span data-font-family=\"default\">This is ideal for those who values their privacy and may not trust existing cloud based alternatives such as Amazon&#8217;s Alexa or Google Assistant. Furthermore, you do not require internet connection for this local voice assistant, perfect for scenarios where connectivity is unavailable or unreliable.<\/span><\/p><p>Start on this project now by following <span style=\"color: #1e70d0;\"><a target=\"_blank\" href=\"https:\/\/www.makeuseof.com\/create-your-own-privacy-friendly-voice-activated-raspberry-pi-smart-speaker-with-mycroft\/\" rel=\"noopener\"><span style=\"color: #1e70d0;\">this step-by-step tutorial!<\/span><\/a><\/span><\/p><p><b><span data-font-family=\"default\">Items you may require<\/span><\/b><\/p><ul><li><span style=\"color: #1e70d0;\"><a href=\"https:\/\/www.seeedstudio.com\/Raspberry-Pi-5-8GB-p-5810.html\"><span style=\"color: #1e70d0;\">Raspberry Pi<\/span><\/a><\/span><\/li><li><span style=\"color: #1e70d0;\"><a href=\"https:\/\/www.seeedstudio.com\/ReSpeaker-2-Mics-Pi-HAT.html\"><span style=\"color: #1e70d0;\">Microphone<\/span><\/a><\/span><span data-font-family=\"default\"> designed specifically for AI &amp; voice applications<\/span><\/li><\/ul><p><b><span data-font-family=\"default\">Additional Video Guide<\/span><\/b><\/p><ul><li><span data-font-family=\"default\">You can also view this <\/span><span data-font-family=\"default\">detailed video tutorial<\/span><span data-font-family=\"default\"> on youtube on how to set up Mycroft on your <\/span><span data-font-family=\"default\">R<\/span><span data-font-family=\"default\">aspberry Pi!<\/span><\/li><\/ul>\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\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6292045 e-flex e-con-boxed e-con e-parent\" data-id=\"6292045\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f3c070b elementor-widget elementor-widget-video\" data-id=\"f3c070b\" data-element_type=\"widget\" data-settings=\"{&quot;youtube_url&quot;:&quot;https:\\\/\\\/www.youtube.com\\\/watch?v=eg_V56BUmh0&quot;,&quot;video_type&quot;:&quot;youtube&quot;,&quot;controls&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=\"scroll69e62150c4601\"  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-wrapper elementor-open-inline\">\n\t\t\t<div class=\"elementor-video\"><\/div>\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-171e8f3 e-flex e-con-boxed e-con e-parent\" data-id=\"171e8f3\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-dfaccfc elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"dfaccfc\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span id=\"scroll69e62150c5258\"  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-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-c87f07a e-flex e-con-boxed e-con e-parent\" data-id=\"c87f07a\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c60cec6 elementor-widget elementor-widget-heading\" data-id=\"c60cec6\" 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=\"scroll69e62150c5e66\"  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\">03. Using Raspberry Pi for Real Time Object Detection\n<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5b6a57c e-flex e-con-boxed e-con e-parent\" data-id=\"5b6a57c\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-602dfa2 elementor-widget elementor-widget-image\" data-id=\"602dfa2\" 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=\"scroll69e62150c758a\"  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\t\t\t<img decoding=\"async\" width=\"640\" height=\"336\" src=\"https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2024\/07\/real-time-object-detection-1030x541.png\" class=\"attachment-large size-large wp-image-97758\" alt=\"real time object detection\" srcset=\"https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2024\/07\/real-time-object-detection-1030x541.png 1030w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2024\/07\/real-time-object-detection-300x158.png 300w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2024\/07\/real-time-object-detection-768x403.png 768w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2024\/07\/real-time-object-detection-1536x806.png 1536w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2024\/07\/real-time-object-detection-2048x1075.png 2048w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2024\/07\/real-time-object-detection-32x17.png 32w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2024\/07\/real-time-object-detection-1024x538.png 1024w\" sizes=\"(max-width: 640px) 100vw, 640px\" \/>\t\t\t\t\t\t\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-ea50836 elementor-widget elementor-widget-text-editor\" data-id=\"ea50836\" 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=\"scroll69e62150c7c2c\"  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: 14px;\"><i>Image source: <\/i><a href=\"https:\/\/www.ultralytics.com\/blog\/introducing-ultralytics-yolov8\"><i>Ultralytics official website<\/i><\/a><\/span><\/p><p><span data-font-family=\"default\">Take your computer vision projects to the next level with real-time object detection and tracking using YOLOv8 on your Raspberry Pi. YOLO (You Only Look Once) is a state-of-the-art, computer vision system, and its latest iteration, YOLOv8, brings about improved speed and accuracy.<\/span><\/p><p><span data-font-family=\"default\">Running YOLOv8 on a Raspberry Pi will demonstrate how edge computing can bring powerful AI capabilities to compact, energy-efficient devices. This setup is perfect for scenarios where low latency is crucial, or if you prefer to process data locally for privacy reasons.<\/span><\/p><p><span data-font-family=\"default\">Get started on this exciting project by following this <\/span><span style=\"color: #1e70d0;\"><a target=\"_blank\" href=\"https:\/\/blog.roboflow.com\/how-to-deploy-a-yolov8-model-to-a-raspberry-pi\/\" rel=\"noopener\"><span style=\"color: #1e70d0;\">comprehensive guide<\/span><\/a><\/span><span data-font-family=\"default\"> on deploying YOLOv8 to your Raspberry Pi!<\/span><\/p><p><b><span data-font-family=\"default\">Items you may require<\/span><\/b><\/p><ul><li><span style=\"color: #1e70d0;\">Latest generation Raspberry Pi 5 model<\/span><span data-font-family=\"default\"> for enhanced performance<\/span><\/li><li><a href=\"https:\/\/www.seeedstudio.com\/Raspberry-Pi-Camera-3-p-5574.html\"><span data-font-family=\"default\"><span style=\"color: #1e70d0;\">Official camera module<\/span><\/span><\/a><span data-font-family=\"default\"> for Raspberry Pi, built for AI applications. <\/span><\/li><li><span data-font-family=\"default\">A simple <\/span><span style=\"color: #1e70d0;\"><a href=\"https:\/\/www.seeedstudio.com\/ICE-Tower-CPU-Cooling-Fan-for-Raspberry-Pi-Support-Pi-5-p-5814.html\"><span style=\"color: #1e70d0;\">cooling fan<\/span><\/a><\/span><span data-font-family=\"default\"> to maintain performance during intensive tasks<\/span><\/li><\/ul><p><b><span data-font-family=\"default\">Additional Video Guide<\/span><\/b><\/p><ul><li><span data-font-family=\"default\">For a visual walkthrough, check out this <\/span><span data-font-family=\"default\">detailed video tutorial<\/span><span data-font-family=\"default\"> on YouTube that shows you how to set up and run YOLOv8 on your Raspberry Pi.<\/span><\/li><\/ul>\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\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-93eb70b e-flex e-con-boxed e-con e-parent\" data-id=\"93eb70b\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a09da1b elementor-widget elementor-widget-video\" data-id=\"a09da1b\" data-element_type=\"widget\" data-settings=\"{&quot;youtube_url&quot;:&quot;https:\\\/\\\/www.youtube.com\\\/watch?v=XzhTq-nk8GQ&quot;,&quot;video_type&quot;:&quot;youtube&quot;,&quot;controls&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=\"scroll69e62150c8951\"  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-wrapper elementor-open-inline\">\n\t\t\t<div class=\"elementor-video\"><\/div>\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-74a16a8 e-flex e-con-boxed e-con e-parent\" data-id=\"74a16a8\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9d91354 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"9d91354\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span id=\"scroll69e62150c969a\"  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-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-51c0410 e-flex e-con-boxed e-con e-parent\" data-id=\"51c0410\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b5b548a elementor-widget elementor-widget-heading\" data-id=\"b5b548a\" 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=\"scroll69e62150ca2d3\"  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\">04. Using Pi 5 to Build a Delivery Robot<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-b84ffdf e-flex e-con-boxed e-con e-parent\" data-id=\"b84ffdf\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-346ce8b elementor-widget elementor-widget-image\" data-id=\"346ce8b\" 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=\"scroll69e62150cba68\"  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\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"640\" height=\"355\" src=\"https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2024\/07\/build-a-delivery-robot-1030x571.png\" class=\"attachment-large size-large wp-image-97759\" alt=\"build a delivery robot\" srcset=\"https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2024\/07\/build-a-delivery-robot-1030x571.png 1030w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2024\/07\/build-a-delivery-robot-300x166.png 300w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2024\/07\/build-a-delivery-robot-768x426.png 768w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2024\/07\/build-a-delivery-robot-1536x851.png 1536w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2024\/07\/build-a-delivery-robot-32x18.png 32w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2024\/07\/build-a-delivery-robot-1024x568.png 1024w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2024\/07\/build-a-delivery-robot.png 1916w\" sizes=\"(max-width: 640px) 100vw, 640px\" \/>\t\t\t\t\t\t\t\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\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-b2f4c6f e-flex e-con-boxed e-con e-parent\" data-id=\"b2f4c6f\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-55e79ee elementor-widget elementor-widget-text-editor\" data-id=\"55e79ee\" 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=\"scroll69e62150cc754\"  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: 14px;\"><i>Image source: <\/i><\/span><a href=\"https:\/\/smartbuilds.io\/building-a-package-delivery-robot-controlled-by-youtube-live-chat\/\"><i><span data-font-family=\"default\"><span style=\"font-size: 14px;\">smartbuilds.io<\/span><\/span><\/i><\/a><\/p><p><span data-font-family=\"default\">This is a very fun and exciting project, where you can build your own delivery robot powered by a <\/span><span data-font-family=\"default\">R<\/span><span data-font-family=\"default\">aspberry Pi 5. This project combines varous aspects of AI, including computer vision, path planning, and object detection in order to create a functional autonomous delivery system.<\/span><\/p><p><span data-font-family=\"default\">This is ideal for those who are interested in robotics as well as AI, offering hands-on experience with technologies that are shaping the future of logistics and last-mile delivery. We have linked this <\/span><a target=\"_blank\" href=\"https:\/\/smartbuilds.io\/building-a-package-delivery-robot-controlled-by-youtube-live-chat\/\" rel=\"noopener\"><span data-font-family=\"default\"><span style=\"color: #1e70d0;\">detailed step-by-step guide<\/span><\/span><\/a><span data-font-family=\"default\"> for you that covers both the hardware and software aspect of the robot to help you get started on this project!<\/span><\/p><p><b><span data-font-family=\"default\">Items you may require<\/span><\/b><\/p><ul><li><span style=\"color: #1e70d0;\"><a href=\"https:\/\/www.seeedstudio.com\/Raspberry-Pi-5-8GB-p-5810.html\"><span style=\"color: #1e70d0;\">Latest generation Raspberry Pi 5<\/span> <span style=\"color: #1e70d0;\">model<\/span><\/a><\/span><span data-font-family=\"default\"> for enhanced performance<\/span><\/li><li><span style=\"color: #1e70d0;\"><a href=\"https:\/\/www.seeedstudio.com\/Raspberry-Pi-Camera-3-p-5574.html\"><span style=\"color: #1e70d0;\">Official<\/span>\u00a0<span style=\"color: #1e70d0;\">camera module<\/span><\/a><\/span><span data-font-family=\"default\"> for Raspberry Pi, built for AI applications. <\/span><\/li><\/ul><p><b><span data-font-family=\"default\">Additional Video Guide<\/span><\/b><\/p><ul><li><span data-font-family=\"default\">This <\/span><span data-font-family=\"default\">youtube video<\/span><span data-font-family=\"default\"> showcases the delivery robot in action and offers a visual guide on assembling the robot.<\/span><\/li><\/ul>\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\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-4b93a16 e-flex e-con-boxed e-con e-parent\" data-id=\"4b93a16\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7875a67 elementor-widget elementor-widget-video\" data-id=\"7875a67\" data-element_type=\"widget\" data-settings=\"{&quot;youtube_url&quot;:&quot;https:\\\/\\\/www.youtube.com\\\/watch?v=LdV8n915Vwk&amp;t=4s&quot;,&quot;video_type&quot;:&quot;youtube&quot;,&quot;controls&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=\"scroll69e62150cd432\"  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-wrapper elementor-open-inline\">\n\t\t\t<div class=\"elementor-video\"><\/div>\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5043ed2 e-flex e-con-boxed e-con e-parent\" data-id=\"5043ed2\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c357bf0 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"c357bf0\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span id=\"scroll69e62150ce0ab\"  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-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3b34b0e e-flex e-con-boxed e-con e-parent\" data-id=\"3b34b0e\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-70e2a18 elementor-widget elementor-widget-heading\" data-id=\"70e2a18\" 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=\"scroll69e62150cecc9\"  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\">05. Using Raspberry Pi to run ChatGPT\n<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6a6efc9 e-flex e-con-boxed e-con e-parent\" data-id=\"6a6efc9\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-eb3f4de elementor-widget elementor-widget-image\" data-id=\"eb3f4de\" 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=\"scroll69e62150d03e2\"  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\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"640\" height=\"373\" src=\"https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2024\/07\/using-raspberry-pi-5-to-run-chatgpt.png\" class=\"attachment-large size-large wp-image-97760\" alt=\"\" srcset=\"https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2024\/07\/using-raspberry-pi-5-to-run-chatgpt.png 981w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2024\/07\/using-raspberry-pi-5-to-run-chatgpt-300x175.png 300w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2024\/07\/using-raspberry-pi-5-to-run-chatgpt-768x448.png 768w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2024\/07\/using-raspberry-pi-5-to-run-chatgpt-32x19.png 32w\" sizes=\"(max-width: 640px) 100vw, 640px\" \/>\t\t\t\t\t\t\t\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\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-1289edf e-flex e-con-boxed e-con e-parent\" data-id=\"1289edf\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1180d89 elementor-widget elementor-widget-text-editor\" data-id=\"1180d89\" 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=\"scroll69e62150d10cf\"  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: 14px;\"><i>Image Source: <\/i><a href=\"https:\/\/ebsedu.org\/blog\/what-is-chatgpt\"><i>Eaton Business School<\/i><\/a><\/span><\/p><p><span data-font-family=\"default\">Large Language Models (LLMs) like ChatGPT have become an integral part of many people&#8217;s daily lives, assisting with various tasks from writing to coding. <\/span><\/p><p><span data-font-family=\"default\">This simple project allows you to run a version of LLM that is very similar to ChatGPT through making API calls with a python library, perfect to get you started on integrating this with other more advanced projects!<\/span><\/p><p><span data-font-family=\"default\">Here is a <\/span><a target=\"_blank\" href=\"https:\/\/www.tomshardware.com\/how-to\/run-chatgpt-on-raspberry-pi\" rel=\"noopener\"><span data-font-family=\"default\"><span style=\"color: #1e70d0;\">simple<\/span> <span style=\"color: #1e70d0;\">step-by-step guide<\/span><\/span><\/a><span data-font-family=\"default\"> for you to follow and set up ChatGPT on your Raspberry Pi.<\/span><\/p><p><b><span data-font-family=\"default\">Items you may require<\/span><\/b><\/p><ul><li><a href=\"https:\/\/www.seeedstudio.com\/Raspberry-Pi-5-8GB-p-5810.html\"><span data-font-family=\"default\"><span style=\"color: #1e70d0;\">Latest<\/span> <span style=\"color: #1e70d0;\">generation<\/span> <span style=\"color: #1e70d0;\">Raspberry Pi 5 model<\/span><\/span><\/a><span data-font-family=\"default\"> for enhanced performance<\/span><\/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-e378bc4 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"e378bc4\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span id=\"scroll69e62150d1670\"  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-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\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-969ff14 elementor-widget elementor-widget-heading\" data-id=\"969ff14\" 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=\"scroll69e62150d1c55\"  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\">06. AI Surveillance Using Raspberry Pi 5 with Frigate NVR\n<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2364b2c e-flex e-con-boxed e-con e-parent\" data-id=\"2364b2c\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-14305cd elementor-widget elementor-widget-text-editor\" data-id=\"14305cd\" 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=\"scroll69e62150d28fa\"  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 data-font-family=\"default\">Frigate NVR is an open-source network video recorder designed for real-time object detection with AI models. Paired with the Raspberry Pi 5, it enables cost efficient video surveillance at the edge.<\/span><\/p><p><a href=\"https:\/\/wiki.seeedstudio.com\/frigate_nvr_with_raspberrypi_5\/\"><span style=\"color: #1e70d3;\">Follow this step by step guide<\/span><\/a><span data-font-family=\"default\"> to learn how to install Frigate NVR on Raspberry Pi.<\/span><\/p><p><strong>Items you may require<\/strong><\/p><ul><li><a href=\"https:\/\/www.seeedstudio.com\/reComputer-AI-R2130-12-p-6368.html\"><span data-font-family=\"default\"><span style=\"color: #1e70d3;\">reComputer AI R2130-12<\/span><\/span><\/a><span data-font-family=\"default\"> &#8211; all-in-one edge AI machine based around the Raspberry Pi 5 single-board computer and the Hailo-8 machine learning accelerator provide <\/span><span data-font-family=\"Roboto, Arial, sans-serif\">up to 26 TOPS performance<\/span><\/li><\/ul><p><strong>Additional Video Guide<\/strong><\/p><p><span data-font-family=\"Roboto, Arial, sans-serif\">This demonstration will showcase how a Hailo-8 powered Raspberry Pi 5 can transform your AI surveillance capabilities.<\/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-747371d elementor-widget elementor-widget-video\" data-id=\"747371d\" data-element_type=\"widget\" data-settings=\"{&quot;youtube_url&quot;:&quot;https:\\\/\\\/www.youtube.com\\\/watch?v=thmI3dz9Ugs&quot;,&quot;video_type&quot;:&quot;youtube&quot;,&quot;controls&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=\"scroll69e62150d2f44\"  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-wrapper elementor-open-inline\">\n\t\t\t<div class=\"elementor-video\"><\/div>\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-e0a62ef elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"e0a62ef\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span id=\"scroll69e62150d3518\"  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-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\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-3b941b7 elementor-widget elementor-widget-heading\" data-id=\"3b941b7\" 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=\"scroll69e62150d3ac0\"  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><h2 class=\"elementor-heading-title elementor-size-default\">Additional Materials<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3043ed9 e-flex e-con-boxed e-con e-parent\" data-id=\"3043ed9\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-63b4b06 elementor-widget elementor-widget-text-editor\" data-id=\"63b4b06\" 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=\"scroll69e62150d4704\"  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 data-font-family=\"default\">While the Raspberry Pi boards and especially the latest generation, Pi 5, are undoubtedly powerful computing units, AI tasks can be particularly resource-intensive. To maximize your AI project capabilities and efficiency, consider supplementing your setup with these additional materials. These enhancements can significantly boost performance, expand functionality, and open up new possibilities for your AI experiments.<\/span><\/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\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-b549f31 e-flex e-con-boxed e-con e-parent\" data-id=\"b549f31\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2fe748d elementor-widget elementor-widget-heading\" data-id=\"2fe748d\" 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=\"scroll69e62150d556d\"  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\"><a href=\"https:\/\/www.seeedstudio.com\/Raspberry-Pi-AI-Kit-p-5900.html\">Raspberry Pi AI Kit<\/a><\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-b864911 e-flex e-con-boxed e-con e-parent\" data-id=\"b864911\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-db7d5d7 elementor-widget elementor-widget-image\" data-id=\"db7d5d7\" 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=\"scroll69e62150d7bfe\"  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\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"640\" height=\"529\" src=\"https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2024\/07\/Raspberry-Pi-AI-kit-1030x852.png\" class=\"attachment-large size-large wp-image-97761\" alt=\"\" srcset=\"https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2024\/07\/Raspberry-Pi-AI-kit-1030x852.png 1030w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2024\/07\/Raspberry-Pi-AI-kit-300x248.png 300w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2024\/07\/Raspberry-Pi-AI-kit-768x635.png 768w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2024\/07\/Raspberry-Pi-AI-kit-32x26.png 32w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2024\/07\/Raspberry-Pi-AI-kit-1024x847.png 1024w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2024\/07\/Raspberry-Pi-AI-kit.png 1466w\" sizes=\"(max-width: 640px) 100vw, 640px\" \/>\t\t\t\t\t\t\t\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\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-792f0c0 e-flex e-con-boxed e-con e-parent\" data-id=\"792f0c0\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-afa0bdc elementor-widget elementor-widget-text-editor\" data-id=\"afa0bdc\" 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=\"scroll69e62150d8d2f\"  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 data-font-family=\"default\">The <\/span><a href=\"https:\/\/www.seeedstudio.com\/Raspberry-Pi-AI-Kit-p-5900.html\"><span data-font-family=\"default\"><span style=\"color: #1e70d0;\">Raspberry Pi AI Kit<\/span><\/span><\/a><span data-font-family=\"default\"><span style=\"color: #000000;\"> is<\/span> an essential bundle for anyone looking to dive into AI projects with their Raspberry Pi. This <span style=\"color: #000000;\">comprehensive<\/span> kit includes:<\/span><\/p><ul><li><span data-font-family=\"default\">A Hailo AI module containing a Neural Processing Unit (NPU)<\/span><\/li><li><span data-font-family=\"default\">A Raspberry Pi M.2 HAT+, to connect the AI module to your Raspberry Pi 5<\/span><\/li><li><span data-font-family=\"default\">A thermal pad pre-fitted between the module and the M.2 HAT+<\/span><\/li><li><span data-font-family=\"default\">A mounting hardware kit<\/span><\/li><li><span data-font-family=\"default\">A 16mm stacking GPIO header<\/span><\/li><\/ul><p><span data-font-family=\"default\">The AI module is a 13 tera-operations per second (TOPS) neural network inference accelerator built around the Hailo-8L chip. The module uses the M.2 2242 form factor, and comes pre-installed in the M.2 HAT+, to which it connects through an M key edge connector. <\/span><\/p><p><span data-font-family=\"OpenSans-Semibold\">This kit provides an accessible, cost-effective, and powerful way to integrate high-performance AI capababilities with your Pi 5.<\/span><\/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\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-cf072d1 e-flex e-con-boxed e-con e-parent\" data-id=\"cf072d1\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8269a20 elementor-widget elementor-widget-heading\" data-id=\"8269a20\" 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=\"scroll69e62150d9948\"  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\">Google Coral<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5b6c101 e-flex e-con-boxed e-con e-parent\" data-id=\"5b6c101\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0edf064 elementor-widget elementor-widget-image\" data-id=\"0edf064\" 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=\"scroll69e62150db0c7\"  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\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"640\" height=\"362\" src=\"https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2024\/07\/google-coral-1030x582.png\" class=\"attachment-large size-large wp-image-97767\" alt=\"google coral\" srcset=\"https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2024\/07\/google-coral-1030x582.png 1030w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2024\/07\/google-coral-300x169.png 300w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2024\/07\/google-coral-768x434.png 768w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2024\/07\/google-coral-32x18.png 32w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2024\/07\/google-coral-1024x578.png 1024w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2024\/07\/google-coral.png 1232w\" sizes=\"(max-width: 640px) 100vw, 640px\" \/>\t\t\t\t\t\t\t\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\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-a28747a e-flex e-con-boxed e-con e-parent\" data-id=\"a28747a\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b595257 elementor-widget elementor-widget-text-editor\" data-id=\"b595257\" 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=\"scroll69e62150dbd49\"  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 data-font-family=\"default\">Google Coral is a platform of hardware and software components that help you build devices with local AI. The most popular Coral product for Raspberry Pi enthusiasts is the <\/span><span style=\"color: #1e70d0;\"><a href=\"https:\/\/www.seeedstudio.com\/Coral-USB-Accelerator-p-2899.html\"><span style=\"color: #1e70d0;\">USB Accelerator<\/span><\/a><\/span><span data-font-family=\"default\">,<\/span> shown in the picture above. <\/span>\n\n<span data-font-family=\"default\">The USB Accelerator is a plug-and-play USB accessory for Raspberry Pi which features the Edge TPU, a small ASIC designed by Google for high-speed machine learning inference. This will dramatically speed up neural network performance on your Pi, ideal for real time object detection, classification and other vision AI tasks.<\/span>\n\n<span data-font-family=\"default\">By adding a Google Coral USB Accelerator to your Raspberry Pi setup, you can significantly enhance the performance of your AI projects, especially those involving computer vision. This makes it possible to run more complex models or achieve faster inference times, opening up new possibilities for your Raspberry Pi AI experiments.<\/span>\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\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-c7bba87 e-flex e-con-boxed e-con e-parent\" data-id=\"c7bba87\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f5bb8d8 elementor-widget elementor-widget-heading\" data-id=\"f5bb8d8\" 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=\"scroll69e62150dc9ca\"  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\"><a href=\"https:\/\/www.seeedstudio.com\/Raspberry-Pi-AI-Kit-p-5900.html\">Raspberry Pi CM4-powered Edge AIoT Controller<\/a><\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b533eab elementor-widget elementor-widget-image\" data-id=\"b533eab\" 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=\"scroll69e62150ddabc\"  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\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"640\" height=\"480\" src=\"https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2024\/08\/1-113991274-reComputer-R1025-10-1030x773.jpg\" class=\"attachment-large size-large wp-image-100465\" alt=\"\" srcset=\"https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2024\/08\/1-113991274-reComputer-R1025-10-1030x773.jpg 1030w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2024\/08\/1-113991274-reComputer-R1025-10-300x225.jpg 300w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2024\/08\/1-113991274-reComputer-R1025-10-768x576.jpg 768w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2024\/08\/1-113991274-reComputer-R1025-10-32x24.jpg 32w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2024\/08\/1-113991274-reComputer-R1025-10-1024x768.jpg 1024w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2024\/08\/1-113991274-reComputer-R1025-10.jpg 1400w\" sizes=\"(max-width: 640px) 100vw, 640px\" \/>\t\t\t\t\t\t\t\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\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-436f3df e-flex e-con-boxed e-con e-parent\" data-id=\"436f3df\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-90f11b8 elementor-widget elementor-widget-text-editor\" data-id=\"90f11b8\" 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=\"scroll69e62150de7b3\"  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 data-font-family=\"default\"><a target=\"_blank\" href=\"https:\/\/www.seeedstudio.com\/reComputer-R1000-Series-Optional-Accessories.html?utm_source=bazaar&amp;utm_medium=blog&amp;utm_id=rpi+ai+project\" rel=\"noopener\"><span style=\"text-decoration: underline;\"><strong>reComputer R1000<\/strong><\/span><\/a>\u00a0is an open and powerful <strong>Raspberry Pi Edge AIoT<\/strong> <strong>gateway &amp; controller<\/strong>. <\/span><\/p><p><span data-font-family=\"default\">With 3*RS485, dual-ethernets, <b>BACnet<\/b>, and <b>Modbus<\/b> support, equipped with all the necessary features that a robust and reliable industrial edge device needs,\u00a0<\/span><span style=\"text-align: var(--text-align);\">it&#8217;s a perfect fit for remote access control, especially BMS, BAS, and iBMS.\u00a0<\/span><\/p><p>With the native M.2 slot there, the reComputer R1000 supports seamless installation of this latest\u00a0<a target=\"_blank\" href=\"https:\/\/www.seeedstudio.com\/Raspberry-Pi-AI-Kit-p-5900.html?utm_source=bazaar&amp;utm_medium=blog&amp;utm_id=rpi+ai+project\" rel=\"noopener\"><span style=\"text-decoration: underline;\"><strong>Raspberry Pi AI kit<\/strong><\/span><\/a>. One simple step can transform it into a powerful AI box, boosting its AI capabilities to <strong>13 TOPS with low power consumption though<\/strong>, making it perfectly suited for edge AI applications.\u00a0<span style=\"text-align: var(--text-align);\"><br \/><\/span><\/p><p>Explore how Seeed&#8217;s engineers benchmark and deploy YOLOv8 on this reComputer R1000 equipped with the Raspberry Pi AI kit though these cool <span style=\"text-decoration: underline;\"><strong><a href=\"https:\/\/wiki.seeedstudio.com\/yolov8_object_detection_on_recomputer_r1000_with_hailo_8l\/?utm_source=bazaar&amp;utm_medium=blog&amp;utm_id=rpi+ai+project\">wikis<\/a><\/strong><\/span>.<\/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\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-f55b39f e-flex e-con-boxed e-con e-parent\" data-id=\"f55b39f\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2684bd8 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"2684bd8\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span id=\"scroll69e62150df3cb\"  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-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-d663e9b e-flex e-con-boxed e-con e-parent\" data-id=\"d663e9b\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8dc7ece elementor-widget elementor-widget-heading\" data-id=\"8dc7ece\" 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=\"scroll69e62150dfffb\"  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><h2 class=\"elementor-heading-title elementor-size-default\">Conclusion<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2710aeb e-flex e-con-boxed e-con e-parent\" data-id=\"2710aeb\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e4c51e7 elementor-widget elementor-widget-text-editor\" data-id=\"e4c51e7\" 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=\"scroll69e62150e0cde\"  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 data-font-family=\"default\">As we&#8217;ve explored these top Raspberry Pi AI projects for 2026, we at SeeedStudio hope that at least one of those projects will be of interest to you! AI has taken center stage in the tech world, and the new Pi 5&#8217;s enhanced capabilities has opened up many new possibilites in the world of artificial intelligence and machine learning. From running local Large Language Models to building smart delivery robots, these projects demonstrate the versatility and power of this compact yet mighty device.<\/span><\/p><p><span data-font-family=\"default\">If you do not possess a <\/span><span data-font-family=\"default\">R<\/span><span data-font-family=\"default\">aspberry Pi yet, get <\/span><span style=\"color: #1e70d0;\"><a href=\"https:\/\/www.seeedstudio.com\/Raspberry-Pi-5-8GB-p-5810.html\"><span style=\"color: #1e70d0;\">one<\/span><\/a><\/span><span data-font-family=\"default\"> today and get started on your first <\/span><span data-font-family=\"default\">project now! You can also explore the <\/span><a href=\"https:\/\/www.raspberrypi.org\/courses\/ai-and-machine-learning\"><span data-font-family=\"default\"><span style=\"color: #1e70d0;\">broad range of free courses<\/span><\/span><\/a><span data-font-family=\"default\"> offered at the Raspberry Pi website regarding AI and machine learning.<\/span><\/p><p><span data-font-family=\"default\">For those more experienced users who are looking to explore advanced AI projects, get started now with the <\/span><span style=\"color: #1e70d0;\"><a href=\"https:\/\/www.seeedstudio.com\/Raspberry-Pi-AI-Kit-p-5900.html\"><span style=\"color: #1e70d0;\">Raspberry Pi AI Kit<\/span><\/a><\/span><span data-font-family=\"default\"> or the <\/span><span style=\"color: #1e70d0;\"><a href=\"https:\/\/www.seeedstudio.com\/Coral-USB-Accelerator-p-2899.html\"><span style=\"color: #1e70d0;\">Google Coral USB Accelerator<\/span><\/a><\/span>\uff01<\/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-d1b5108 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"d1b5108\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span id=\"scroll69e62150e129b\"  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-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-909cd6f e-flex e-con-boxed e-con e-parent\" data-id=\"909cd6f\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-12fb040 elementor-widget elementor-widget-heading\" data-id=\"12fb040\" 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=\"scroll69e62150e1f0c\"  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><h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/www.youtube.com\/watch?v=v-S6_tH75NI\">Livestream: Uncover Everything abaout Raspberry Pi AI<\/a><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6e61a72 e-flex e-con-boxed e-con e-parent\" data-id=\"6e61a72\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c6ca4b1 elementor-widget elementor-widget-video\" data-id=\"c6ca4b1\" data-element_type=\"widget\" data-settings=\"{&quot;youtube_url&quot;:&quot;https:\\\/\\\/www.youtube.com\\\/watch?v=v-S6_tH75NI&quot;,&quot;video_type&quot;:&quot;youtube&quot;,&quot;controls&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=\"scroll69e62150e2bdf\"  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-wrapper elementor-open-inline\">\n\t\t\t<div class=\"elementor-video\"><\/div>\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-cce0a2e e-flex e-con-boxed e-con e-parent\" data-id=\"cce0a2e\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ad3045f elementor-widget elementor-widget-text-editor\" data-id=\"ad3045f\" 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=\"scroll69e62150e38dc\"  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\tAs you may know, many of our\u00a0<a target=\"_blank\" href=\"https:\/\/www.seeedstudio.com\/raspberry-pi\" rel=\"noopener\" class=\"\"><strong><em>Raspberry Pi powered<\/em><em>\u00a0edge devices<\/em><\/strong><\/a><span style=\"text-align: var(--text-align);\">\u00a0have M.2 slot for additional functionality or SSD storage options. The latest released\u00a0<\/span><em>Raspberry Pi AI kit<\/em><i>\u00a0<\/i><span style=\"text-align: var(--text-align);\">bundles the Pi M.2 HAT+ with a Hailo AI acceleration module.<\/span>\n\n<em><strong>So&#8230;interesting things happen, ready to add\u00a0AI Flavor to Your Pi-powered Edge IoT devices or elevate your Pi Projects to the next level?\u00a0\u00a0<\/strong><\/em>\n\n\ud83c\udf53\u00a0<em><strong>Raspberry Pi Community Buzz<\/strong><\/em>: Exploring <a href=\"https:\/\/www.seeedstudio.com\/blog\/2024\/07\/16\/raspberry-pi-ai-kit-vs-coral-usb-accelerator-vs-coral-m-2-accelerator-with-dual-edge-tpu\/\"><span style=\"color: #1e70d3;\">Raspberry Pi AI Kit vs. Google Coral<\/span><\/a> &#8211; FPS, Temperature, Consumption, and Pricing. Plus, the potential to be unlocked when we switch to PCIe Gen3.0 from PCIe Gen2.0 on Pi 5?\n\n\ud83e\udd14\u00a0<em><strong>Unleash the Power of M.2<\/strong><\/em>: What Can an M.2 Hat for Raspberry Pi Unlock? Super-fast storage and AI accelerator brings us unlimited imagination about Raspberry Pi&#8217;s role in 3D Printing, Home Assistant, NVR, Pi Home Server, Pi Multimedia Center, <a href=\"https:\/\/www.seeedstudio.com\/blog\/2024\/08\/06\/raspberry-pi-5-nas\/\"><span style=\"color: #1e70d3;\">NAS<\/span><\/a>, Robotics, and More!\n<p>\n<strong>Benchmark demos, and real-world apps, are all covered! Let&#8217;s explore the emerging possibilities in Raspberry Pi AI together!<\/strong>\n<\/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\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-fc10789 e-flex e-con-boxed e-con e-parent\" data-id=\"fc10789\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4ffe4d2 elementor-widget elementor-widget-heading\" data-id=\"4ffe4d2\" 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=\"scroll69e62150e455d\"  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><h2 class=\"elementor-heading-title elementor-size-default\">Update: AI Boosted RPi for Real World Applications<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-082ef7d elementor-widget elementor-widget-video\" data-id=\"082ef7d\" data-element_type=\"widget\" data-settings=\"{&quot;youtube_url&quot;:&quot;https:\\\/\\\/www.youtube.com\\\/watch?v=ItbletB9N7I&quot;,&quot;video_type&quot;:&quot;youtube&quot;,&quot;controls&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=\"scroll69e62150e4b87\"  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-wrapper elementor-open-inline\">\n\t\t\t<div class=\"elementor-video\"><\/div>\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-6bb4581 elementor-widget elementor-widget-text-editor\" data-id=\"6bb4581\" 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=\"scroll69e62150e51c8\"  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>\ud83d\ude80 Prepare to immerse yourself in a stream of fresh updates on the Raspberry Pi and AI series!&nbsp;<\/p>\n<p>In this latest livestream about <strong>Raspberry Pi AI<\/strong>, we will address the very questions raised by our users in the previous two live streams featuring the reComputer R1000 and RPi M.2 Hat.&nbsp;<\/p>\n<p>In the upcoming part two, gear up for an exclusive feature showcase of <b>Seeed Studio RPi AI Box<\/b>, freshly unveiled and powered by<b> 13T NPU acceleration<\/b>. It&#8217;s poised to bring AI capability into digital signage, POS systems, and thin client solutions. \ud83d\ude0e Are you ready to elevate your audio\/video applications to the realm of intelligence?&nbsp;<\/p>\n<p><span style=\"text-align: var(--text-align);\">Following this, get ready for a signage demonstration built on the <a href=\"https:\/\/www.seeedstudio.com\/reTerminal-DM-With-Camera-p-5648.html\">reTerminal DM<\/a>, integrated with the RPi AI kit. But wait, there&#8217;s more \u2014 brace yourself for a spectacular surprise at the grand finale!&nbsp;<\/span><\/p><ul>\n<\/ul>\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\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>About Raspberry Pi Raspberry Pi is a series of compact and affordable single-board computers that<\/p>\n","protected":false},"author":40,"featured_media":97751,"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":[4393],"tags":[4939,247,4902],"class_list":["post-97754","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tech","tag-ai-projects","tag-raspberry-pi","tag-raspberry-pi-5"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v24.0 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Top Raspberry Pi AI Projects in 2026 for Beginners and Up - Latest News from Seeed Studio<\/title>\n<meta name=\"description\" content=\"Discover the top 6 awesome AI projects using Raspberry Pi! Enhance your skills and creativity with innovative AI applications. Perfect for enthusiasts and professionals.\" \/>\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\/2024\/07\/04\/raspberry-pi-ai-projects\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Top Raspberry Pi AI Projects in 2026 for Beginners and Up - Latest News from Seeed Studio\" \/>\n<meta property=\"og:description\" content=\"Discover the top 6 awesome AI projects using Raspberry Pi! Enhance your skills and creativity with innovative AI applications. Perfect for enthusiasts and professionals.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.seeedstudio.com\/blog\/2024\/07\/04\/raspberry-pi-ai-projects\/\" \/>\n<meta property=\"og:site_name\" content=\"Latest News from Seeed Studio\" \/>\n<meta property=\"article:published_time\" content=\"2024-07-04T08:57:32+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-02-26T02:08:46+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2024\/07\/object-recognition.png\" \/>\n\t<meta property=\"og:image:width\" content=\"686\" \/>\n\t<meta property=\"og:image:height\" content=\"386\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Liyan Gong\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Liyan Gong\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"10 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.seeedstudio.com\/blog\/2024\/07\/04\/raspberry-pi-ai-projects\/\",\"url\":\"https:\/\/www.seeedstudio.com\/blog\/2024\/07\/04\/raspberry-pi-ai-projects\/\",\"name\":\"Top Raspberry Pi AI Projects in 2026 for Beginners and Up - Latest News from Seeed Studio\",\"isPartOf\":{\"@id\":\"https:\/\/www.seeedstudio.com\/blog\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/www.seeedstudio.com\/blog\/2024\/07\/04\/raspberry-pi-ai-projects\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/www.seeedstudio.com\/blog\/2024\/07\/04\/raspberry-pi-ai-projects\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2024\/07\/object-recognition.png\",\"datePublished\":\"2024-07-04T08:57:32+00:00\",\"dateModified\":\"2026-02-26T02:08:46+00:00\",\"author\":{\"@id\":\"https:\/\/www.seeedstudio.com\/blog\/#\/schema\/person\/acf72c44eac0c1f173006b4f4b086380\"},\"description\":\"Discover the top 6 awesome AI projects using Raspberry Pi! 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