{"id":31864,"date":"2026-09-28T09:22:14","date_gmt":"2026-09-28T07:22:14","guid":{"rendered":"https:\/\/monraspberry.com\/?p=31864"},"modified":"2026-09-28T09:22:14","modified_gmt":"2026-09-28T07:22:14","slug":"huskylens-2-la-vision-par-ia-accessible-pour-vos-projets-raspberry-pi","status":"publish","type":"post","link":"https:\/\/monraspberry.com\/en\/huskylens-2-la-vision-par-ia-accessible-pour-vos-projets-raspberry-pi\/","title":{"rendered":"HUSKYLENS 2: accessible AI vision for your Raspberry Pi projects"},"content":{"rendered":"<p class=\"wp-block-paragraph\">Integrating AI-based visual recognition into a project used to be a technical feat. The <strong>HUSKYLENS 2<\/strong> makes this capability accessible to everyone: a standalone AI vision sensor that recognizes objects, faces and gestures, and communicates easily with a Raspberry Pi. Let's discover this small module with big possibilities.<\/p>\n\n\n<h2 class=\"wp-block-heading\">Embedded, standalone AI<\/h2>\n\n\n<p class=\"wp-block-paragraph\">The strength of the <a href=\"https:\/\/monraspberry.com\/en\/product\/huskylens-2-capteur-de-vision-ia-6-tops-kendryte-k230\/\">HUSKYLENS 2<\/a> lies in its own built-in computing power: equipped with a Kendryte K230 processor delivering 6 TOPS, it performs recognition directly, without taxing the Raspberry Pi. The Pi simply receives the result (detected object, position, identity), which greatly simplifies development and frees up its resources.<\/p>\n\n\n<h2 class=\"wp-block-heading\">What it can recognize<\/h2>\n\n\n<p class=\"wp-block-paragraph\">The module offers several modes: object recognition, face recognition, line tracking, color detection, tag reading and gesture recognition. You teach it what to recognize through simple training, without coding a model. This ease of use makes it a remarkable teaching tool for getting into visual AI.<\/p>\n\n\n<h2 class=\"wp-block-heading\">Integration with Raspberry Pi<\/h2>\n\n\n<p class=\"wp-block-paragraph\">The HUSKYLENS 2 connects to the Pi via a simple interface (UART\/I2C). A library lets you retrieve recognition results in a few lines of Python. The Pi can then act accordingly: trigger an action, drive a motor, send an alert. It is an ideal complement to the Pi's AI capabilities, to be weighed against our guide <a href=\"https:\/\/monraspberry.com\/en\/hats-ia-pour-raspberry-pi-5-accelerer-lintelligence-artificielle-embarquee\/\">on AI HATs<\/a>.<\/p>\n\n\n<h2 class=\"wp-block-heading\">Concrete projects<\/h2>\n\n\n<ul class=\"wp-block-list\">\n<li>Robot that follows a line or avoids obstacles<\/li>\n<li>Automatic sorting system based on object recognition<\/li>\n<li>Gesture control of a home automation setup<\/li>\n<li>Educational project introducing computer vision<\/li>\n<\/ul>\n\n\n<h2 class=\"wp-block-heading\">Ideal for education<\/h2>\n\n\n<p class=\"wp-block-paragraph\">Because it does not require advanced machine learning knowledge, the HUSKYLENS 2 is perfect in an educational setting. It illustrates the concepts of visual AI in a concrete way, and integrates well into educational platforms such as the <a href=\"https:\/\/monraspberry.com\/en\/product\/crowpi-3-electronics-learning-platform-for-raspberry-pi-5\/\">CrowPi 3<\/a>. Students immediately see the result of their work.<\/p>\n\n\n<h2 class=\"wp-block-heading\">Local vision or dedicated accelerator?<\/h2>\n\n\n<p class=\"wp-block-paragraph\">For educational and prototyping projects, the HUSKYLENS 2 and its standalone approach are unbeatable in simplicity. For heavy inference on high-resolution video streams, an <a href=\"https:\/\/monraspberry.com\/en\/product\/ai-hat2-for-raspberry-pi-5\/\">AI HAT+<\/a> paired with the Pi will be better suited. The two approaches complement each other depending on the project's ambitions.<\/p>\n\n\n<h2 class=\"wp-block-heading\">Conclusion<\/h2>\n\n\n<p class=\"wp-block-paragraph\">The HUSKYLENS 2 democratizes AI vision: standalone, easy to train and simple to connect to the Raspberry Pi, it opens the door to a host of robotics and educational projects. To discover visual AI without the complexity, it is one of the best entry points on the market. Smart recognition, within everyone's reach.<\/p>","protected":false},"excerpt":{"rendered":"<p>Le HUSKYLENS 2 apporte la reconnaissance par IA (6 TOPS) \u00e0 vos projets : objets, visages, gestes. Un capteur de vision autonome parfait pour Raspberry Pi et l&#8217;\u00e9ducation.<\/p>","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_hide_featured_image":false,"_jetpack_featured_image_duplicate_dismissed":0,"_jetpack_feature_clip_id":0,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_post_was_ever_published":false},"categories":[301],"tags":[],"class_list":["post-31864","post","type-post","status-publish","format-standard","hentry","category-produits"],"featured_image_src":{"landsacpe":false,"list":false,"medium":false,"full":false},"jetpack_sharing_enabled":true,"jetpack_featured_media_url":"","_links":{"self":[{"href":"https:\/\/monraspberry.com\/en\/wp-json\/wp\/v2\/posts\/31864","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/monraspberry.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/monraspberry.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/monraspberry.com\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/monraspberry.com\/en\/wp-json\/wp\/v2\/comments?post=31864"}],"version-history":[{"count":0,"href":"https:\/\/monraspberry.com\/en\/wp-json\/wp\/v2\/posts\/31864\/revisions"}],"wp:attachment":[{"href":"https:\/\/monraspberry.com\/en\/wp-json\/wp\/v2\/media?parent=31864"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/monraspberry.com\/en\/wp-json\/wp\/v2\/categories?post=31864"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/monraspberry.com\/en\/wp-json\/wp\/v2\/tags?post=31864"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}