{"product_id":"raspberry-pi-ai-hat-2-enhancing-generative-ai-llm-vlm-with-hailo-10h-processing-engine","title":"Raspberry Pi AI HAT+ 2 – Enhancing Generative AI (LLM\/VLM) with Hailo-10H Processing Engine","description":"\u003ch1\u003eSPECIFICATIONS\u003c\/h1\u003e\u003cp\u003e\u003cspan\u003eBattery Included\u003c\/span\u003e: \u003cspan style=\"color:#333\"\u003eNo\u003c\/span\u003e\u003c\/p\u003e\u003cp\u003e\u003cspan\u003eBrand Name\u003c\/span\u003e: \u003cspan style=\"color:#333\"\u003ecbhioarpd\u003c\/span\u003e\u003c\/p\u003e\u003cp\u003e\u003cspan\u003eHigh-concerned chemical\u003c\/span\u003e: \u003cspan style=\"color:#333\"\u003eNone\u003c\/span\u003e\u003c\/p\u003e\u003cp\u003e\u003cspan\u003eModel Number\u003c\/span\u003e: \u003cspan style=\"color:#333\"\u003eRaspberry Pi AI HAT+ 2\u003c\/span\u003e\u003c\/p\u003e\u003cp\u003e\u003cspan\u003eOrigin\u003c\/span\u003e: \u003cspan style=\"color:#333\"\u003eMainland China\u003c\/span\u003e\u003c\/p\u003e\u003cp\u003e\u003cspan\u003eTypical Application Fields\u003c\/span\u003e: \u003cspan style=\"color:#333\"\u003eEducation and Learning\u003c\/span\u003e\u003c\/p\u003e\u003cdiv class=\"detailmodule_dynamic\"\u003e\u003ckse:widget data-widget-type=\"customText\" id=\"1005000005044809\" type=\"custom\"\u003e\u003c\/kse:widget\u003e\u003c\/div\u003e\u003cdiv class=\"detailmodule_html\"\u003e\u003cdiv class=\"detail-desc-decorate-richtext\"\u003e\n\u003cp style='font-family:\"Libre Franklin\", \"Helvetica Neue\", helvetica, arial, sans-serif;font-size:16px;color:rgb(51, 51, 51);background-color:rgb(249, 249, 248);margin-bottom:1.5em;margin-top:0px;padding:0px;padding-bottom:0px;padding-top:0px;padding-left:0px;padding-right:0px;box-sizing:inherit'\u003eThe Raspberry Pi AI HAT+ 2 is an add-on board based on the \u003ca style=\"color:rgb(65, 117, 139);background-color:transparent;box-sizing:inherit\" target=\"_self\" class=\"\"\u003e40 TOPS Hailo-10H AI accelerator\u003c\/a\u003e with 8GB of dedicated on-board RAM that brings generative AI capability to Raspberry Pi 5.\u003c\/p\u003e\n\u003cp style='font-family:\"Libre Franklin\", \"Helvetica Neue\", helvetica, arial, sans-serif;font-size:16px;color:rgb(51, 51, 51);background-color:rgb(249, 249, 248);margin-bottom:1.5em;margin-top:0px;padding:0px;padding-bottom:0px;padding-top:0px;padding-left:0px;padding-right:0px;box-sizing:inherit'\u003eWhile it delivers similar computer vision performance as the first-generation Hailo-8-based \u003ca style=\"color:rgb(65, 117, 139);background-color:transparent;box-sizing:inherit\" target=\"_self\" class=\"\"\u003eRaspberry Pi AI HAT+\u003c\/a\u003e, the AI HAT+ 2 also adds support for large language models (LLMs) and vision-language models (VLMs) running locally without the need for Internet access. Target applications include offline process control, secure data analysis, facilities management, and robotics.\u003c\/p\u003e\n\u003cp style='font-family:\"Libre Franklin\", \"Helvetica Neue\", helvetica, arial, sans-serif;font-size:16px;color:rgb(51, 51, 51);background-color:rgb(249, 249, 248);margin-bottom:1.5em;margin-top:0px;padding:0px;padding-bottom:0px;padding-top:0px;padding-left:0px;padding-right:0px;box-sizing:inherit'\u003e\u003ca style=\"color:rgb(65, 117, 139);background-color:transparent;box-sizing:inherit\" target=\"_self\" class=\"\"\u003e\u003cimg style=\"margin-left:auto;margin-right:auto;display:block;max-width:100%;height:auto;box-sizing:inherit\" class=\"aligncenter size-medium wp-image-163730\" title=\"Raspberry Pi AI HAT+ 2 Hail 10H\" width=\"720\" height=\"auto\" src=\"https:\/\/ae01.alicdn.com\/kf\/S6c7385ba60724571b09dd6eabfdd43a35.jpg\" slate-data-type=\"image\"\u003e\u003c\/a\u003e\u003c\/p\u003e\n\u003cp style='font-family:\"Libre Franklin\", \"Helvetica Neue\", helvetica, arial, sans-serif;font-size:16px;color:rgb(51, 51, 51);background-color:rgb(249, 249, 248);margin-bottom:1.5em;margin-top:0px;padding:0px;padding-bottom:0px;padding-top:0px;padding-left:0px;padding-right:0px;box-sizing:inherit'\u003eRaspberry Pi AI HAT+ 2 specifications:\u003c\/p\u003e\n\u003cul style='font-family:\"Libre Franklin\", \"Helvetica Neue\", helvetica, arial, sans-serif;font-size:16px;line-height:1.3em;color:rgb(51, 51, 51);background-color:rgb(249, 249, 248);margin:0em 0.5em;margin-bottom:0em;margin-top:0em;margin-left:0.5em;margin-right:0.5em;padding:0px 0px 1.5em;padding-bottom:1.5em;padding-top:0px;padding-left:0px;padding-right:0px;box-sizing:inherit'\u003e\n\u003cli style=\"box-sizing:inherit\"\u003e\n\u003cdiv\u003eAI accelerator – Hailo Hailo-10H\u003c\/div\u003e\n\u003cul style=\"line-height:1.3em;margin:0em 0.5em 0px 1.5em;margin-bottom:0px;margin-top:0em;margin-left:1.5em;margin-right:0.5em;padding:0px 0px 0em;padding-bottom:0em;padding-top:0px;padding-left:0px;padding-right:0px;list-style:disc;box-sizing:inherit\"\u003e\n\u003cli style=\"box-sizing:inherit\"\u003e\u003cp\u003eAI accelerator delivering 40 TOPS (INT4) inferencing performance\u003c\/p\u003e\u003c\/li\u003e\n\u003cli style=\"box-sizing:inherit\"\u003e\u003cp\u003ePerformance for computer vision models comparable to the Raspberry Pi AI HAT+ (26 TOPS)\u003c\/p\u003e\u003c\/li\u003e\n\u003cli style=\"box-sizing:inherit\"\u003e\u003cp\u003e8GB on-board RAM\u003c\/p\u003e\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/li\u003e\n\u003cli style=\"box-sizing:inherit\"\u003e\n\u003cdiv\u003eHost interface\u003c\/div\u003e\n\u003cul style=\"line-height:1.3em;margin:0em 0.5em 0px 1.5em;margin-bottom:0px;margin-top:0em;margin-left:1.5em;margin-right:0.5em;padding:0px 0px 0em;padding-bottom:0em;padding-top:0px;padding-left:0px;padding-right:0px;list-style:disc;box-sizing:inherit\"\u003e\n\u003cli style=\"box-sizing:inherit\"\u003e\u003cp\u003ePCIe Gen3 x1 FPC connector to Raspberry Pi 5\u003c\/p\u003e\u003c\/li\u003e\n\u003cli style=\"box-sizing:inherit\"\u003e\u003cp\u003e40-pin GPIO header (no signal used by the Hailo-10H, it only extends the GPIO header on the Pi)\u003c\/p\u003e\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/li\u003e\n\u003cli style=\"box-sizing:inherit\"\u003e\n\u003cdiv\u003eMisc\u003c\/div\u003e\n\u003cul style=\"line-height:1.3em;margin:0em 0.5em 0px 1.5em;margin-bottom:0px;margin-top:0em;margin-left:1.5em;margin-right:0.5em;padding:0px 0px 0em;padding-bottom:0em;padding-top:0px;padding-left:0px;padding-right:0px;list-style:disc;box-sizing:inherit\"\u003e\n\u003cli style=\"box-sizing:inherit\"\u003e\u003cp\u003eShips with 16mm stacking headers, spacers, and screwsfor installation with the Raspberry Pi 5 active cooler in place\u003c\/p\u003e\u003c\/li\u003e\n\u003cli style=\"box-sizing:inherit\"\u003e\u003cp\u003eOptional heatsink\u003c\/p\u003e\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/li\u003e\n\u003cli style=\"box-sizing:inherit\"\u003e\u003cp\u003eDimensions – 64.1 x 56.7 x 5.5mm (Raspberry Pi HAT+ compatible)\u003c\/p\u003e\u003c\/li\u003e\n\u003cli style=\"box-sizing:inherit\"\u003e\u003cp\u003eTemperature Range – 0°C to 50°C\u003c\/p\u003e\u003c\/li\u003e\n\u003cli style=\"box-sizing:inherit\"\u003e\u003cp\u003eLife cycle – In production until at least January 2036\u003c\/p\u003e\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp style='font-family:\"Libre Franklin\", \"Helvetica Neue\", helvetica, arial, sans-serif;font-size:16px;color:rgb(51, 51, 51);background-color:rgb(249, 249, 248);margin-bottom:1.5em;margin-top:0px;padding:0px;padding-bottom:0px;padding-top:0px;padding-left:0px;padding-right:0px;box-sizing:inherit'\u003e\u003ca style=\"color:rgb(65, 117, 139);background-color:transparent;box-sizing:inherit\" target=\"_self\" class=\"\"\u003e\u003cimg style=\"margin-left:auto;margin-right:auto;display:block;max-width:100%;height:auto;box-sizing:inherit\" class=\"aligncenter size-medium wp-image-163732 lazyautosizes ls-is-cached lazyloaded\" title=\"Hailo 10H Raspberry Pi HAT+\" width=\"720\" height=\"auto\" src=\"https:\/\/ae01.alicdn.com\/kf\/S96c412f9b41a4aa7a7de52780a9cb1b0Q.jpg\" slate-data-type=\"image\"\u003e\u003c\/a\u003e\u003c\/p\u003e\n\u003cp style='font-family:\"Libre Franklin\", \"Helvetica Neue\", helvetica, arial, sans-serif;font-size:16px;color:rgb(51, 51, 51);background-color:rgb(249, 249, 248);margin-bottom:1.5em;margin-top:0px;padding:0px;padding-bottom:0px;padding-top:0px;padding-left:0px;padding-right:0px;box-sizing:inherit'\u003eYou’ll need an up-to-date Raspberry Pi OS image to get started, after which the system will automatically detect the Hailo-10H accelerator, which is fully integrated into Raspberry Pi’s camera software stack, notably the rpicam‑apps camera applications, libcamera, and Picamera2. You can find Generative AI models on \u003ca style=\"color:rgb(65, 117, 139);background-color:transparent;box-sizing:inherit\" target=\"_self\" class=\"\"\u003ethe Hailo website\u003c\/a\u003e and \u003ca style=\"color:rgb(65, 117, 139);background-color:transparent;box-sizing:inherit\" target=\"_self\" class=\"\"\u003eon GitHub\u003c\/a\u003e, where you’ll also find Hailo-Ollama, an Ollama-compatible API written in C++ on top of HailoRT. The best way to get started is probably to check out \u003ca style=\"color:rgb(65, 117, 139);background-color:transparent;box-sizing:inherit\" target=\"_self\" class=\"\"\u003ethe relevant documentation\u003c\/a\u003e on the Raspberry Pi website.\u003c\/p\u003e\n\u003cdiv\u003e\u003cbr\u003e\u003c\/div\u003e\n\u003c\/div\u003e\u003c\/div\u003e\u003cdiv class=\"detailmodule_dynamic\"\u003e\u003ckse:widget data-widget-type=\"customText\" id=\"1005000004481201\" type=\"relation\"\u003e\u003c\/kse:widget\u003e\u003c\/div\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e","brand":"robobarista","offers":[{"title":"AI HAT plus 2","offer_id":61862564266354,"sku":"1005011590015449-AI HAT plus 2","price":1301.98,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0974\/1772\/4274\/files\/S815995e8e89a4f3cb566704fa4fb71dcK.webp?v=1778947631","url":"https:\/\/robobarista.cafe\/products\/raspberry-pi-ai-hat-2-enhancing-generative-ai-llm-vlm-with-hailo-10h-processing-engine","provider":"robobarista","version":"1.0","type":"link"}