{"product_id":"official-raspberry-pi-ai-hat-2-built-in-hailo-10h-ai-accelerator-and-8gb-onboard-ram-comes-with-heatsink","title":"On-demand Official Raspberry Pi AI HAT+ 2, Built-in Hailo-10H AI Accelerator And 8GB Onboard RAM, Comes With Heatsink","description":"\u003cdiv class=\"tab-content\" id=\"waveshare_product_content\"\u003e\n\u003cdiv class=\"tab-section tab-pane active\" id=\"tab-description\"\u003e\n\u003cdiv class=\"std\"\u003e\n\u003cdiv class=\"overviewSec\"\u003eOfficial Raspberry Pi AI HAT+ 2, Built-in Hailo-10H AI Accelerator and 8GB dedicated onboard RAM, brings generative AI capability to Raspberry Pi 5\u003c\/div\u003e\n\u003cdiv class=\"richWrap\"\u003e\n\u003cdiv class=\"pdT\"\u003e\n\u003cdiv class=\"richTitle\"\u003eRaspberry Pi AI HAT+ 2\u003c\/div\u003e\n\u003cp class=\"hilitBlock2 richDesc\"\u003eHigh-performance AI HAT Designed By Raspberry Pi\u003c\/p\u003e\n\u003cp class=\"richDesc\"\u003eBuilt-in Hailo-10H AI Accelerator and 8GB dedicated onboard RAM,\u003cbr\u003ebrings generative AI capability to Raspberry Pi 5\u003c\/p\u003e\n\u003cimg src=\"https:\/\/www.waveshare.com\/img\/devkit\/accBoard\/Raspberry-Pi-AI-HAT-Plus-2\/Raspberry-Pi-AI-HAT-Plus-2-details-1.jpg\" alt=\"Raspberry Pi AI HAT+ 2, front view\"\u003e\n\u003c\/div\u003e\n\u003cdiv class=\"pdT\"\u003e\n\u003cdiv class=\"richTitle\"\u003eSpecifications\u003c\/div\u003e\n\u003ctable class=\"tabSty-2 alignc mgnTB\"\u003e\n\u003ctbody\u003e\n\u003ctr\u003e\n\u003cth\u003eModel\u003c\/th\u003e\n\u003ctd\u003e\u003ca href=\"https:\/\/www.waveshare.com\/raspberry-pi-ai-hat-plus.htm\" target=\"_blank\"\u003eRaspberry Pi AI HAT+\u003c\/a\u003e\u003c\/td\u003e\n\u003ctd\u003e\u003ca href=\"https:\/\/www.waveshare.com\/raspberry-pi-ai-hat-plus-2.htm\" target=\"_blank\"\u003eRaspberry Pi AI HAT+ 2\u003c\/a\u003e\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003cth\u003eAccelerator chip (Hailo NPU)\u003c\/th\u003e\n\u003ctd\u003eHailo-8L (13 TOPS, INT8) \/\u003cbr\u003eHailo-8 (26 TOPS, INT8)\u003c\/td\u003e\n\u003ctd\u003eHailo-10H (40 TOPS, INT4)\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003cth\u003eMemory (RAM)\u003c\/th\u003e\n\u003ctd\u003eUses the memory on a Raspberry Pi 5\u003c\/td\u003e\n\u003ctd\u003eHas its own 8 GB onboard memory, allowing it to run LLMs and VLMs up to ~6 billion parameters\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003cth\u003eLarge Language Model (LLM) support\u003c\/th\u003e\n\u003ctd\u003eNot supported\u003c\/td\u003e\n\u003ctd\u003eSupported\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003cth\u003eVision-Language Model (VLM) support\u003c\/th\u003e\n\u003ctd\u003eNot supported\u003c\/td\u003e\n\u003ctd\u003eSupported\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003cth\u003eUse cases\u003c\/th\u003e\n\u003ctd\u003eObject detection, camera post-processing, robotics, moderate neural workloads\u003c\/td\u003e\n\u003ctd\u003eEverything available on AI HAT+ plus generative AI workloads, including local LLMs and VLMs\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003c\/tbody\u003e\n\u003c\/table\u003e\n\u003c\/div\u003e\n\u003cbr\u003e\n\u003cdiv class=\"pdT\"\u003e\n\u003cdiv class=\"richTitle\"\u003eFeatures\u003c\/div\u003e\n\u003cdiv class=\"pdTRBL2 alignl\"\u003e\n\u003cp\u003eThe\u003cspan\u003e \u003c\/span\u003e\u003cstrong\u003eRaspberry Pi AI HAT+ 2\u003c\/strong\u003e\u003cspan\u003e \u003c\/span\u003eis an add-on board based on the Hailo-10H AI accelerator that brings generative AI capability to Raspberry Pi 5. With 8GB of dedicated on-board RAM, the AI HAT+ 2 is ideal for running large language models (LLMs) and vision-language models (VLMs) locally, leaving the host Raspberry Pi 5 free to handle other tasks. The AI HAT+ 2 delivers reliable, low-latency, accelerated generative AI at the edge, making it the perfect choice for applications including offline process control, secure data analysis, facilities management, and robotics.\u003c\/p\u003e\n\u003cp\u003eThe AI HAT+ 2 delivers 40 tera-operations per second (TOPS) of INT4 inferencing performance, with computer vision performance equivalent or superior to the 26 TOPS\u003cspan\u003e \u003c\/span\u003e\u003ca href=\"https:\/\/www.waveshare.com\/raspberry-pi-ai-hat-plus.htm?sku=29050\" target=\"_blank\"\u003eRaspberry Pi AI HAT+\u003c\/a\u003e. A set of sample models is provided by Hailo; users can also train custom vision models or fine-tune generative AI models using Low-Rank Adaptation (LoRA) to suit their application, such as speech to text, translation, or visual scene analysis.\u003c\/p\u003e\n\u003cp\u003eLike the original\u003cspan\u003e \u003c\/span\u003e\u003ca href=\"https:\/\/www.waveshare.com\/raspberry-pi-ai-hat-plus.htm\" target=\"_blank\"\u003eRaspberry Pi AI HAT+\u003c\/a\u003e, the AI HAT+ 2 communicates using Raspberry Pi 5’s PCI Express interface. When the host Raspberry Pi 5 is running an up-to-date Raspberry Pi OS image, it automatically detects the on-board Hailo accelerator and makes it available for AI computing tasks. The built-in rpicam-apps camera applications in Raspberry Pi OS natively support the AI module, automatically using the accelerator to run compatible post-processing tasks.\u003c\/p\u003e\n\u003cp\u003e\u003cstrong\u003eKey features include:\u003c\/strong\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eHailo-10H AI accelerator delivering 40 TOPS (INT4) inferencing performance\u003c\/li\u003e\n\u003cli\u003ePerformance for computer vision models comparable to the\u003cspan\u003e \u003c\/span\u003e\u003ca href=\"https:\/\/www.waveshare.com\/raspberry-pi-ai-hat-plus.htm?sku=29050\" target=\"_blank\"\u003eRaspberry Pi AI HAT+ (26 TOPS)\u003c\/a\u003e\n\u003c\/li\u003e\n\u003cli\u003eRuns generative AI models efficiently using 8GB on-board RAM\u003c\/li\u003e\n\u003cli\u003eFully integrated into Raspberry Pi’s camera software stack\u003c\/li\u003e\n\u003cli\u003eConforms to Raspberry Pi HAT+ specification\u003c\/li\u003e\n\u003cli\u003eSupplied with heatsink, and with 16mm stacking header, spacers, and screws to enable fitting on Raspberry Pi 5 with\u003cspan\u003e \u003c\/span\u003e\u003ca href=\"https:\/\/www.waveshare.com\/raspberry-pi-5-official-active-cooler.htm\" target=\"_blank\"\u003eRaspberry Pi 5 Official Active Cooler\u003c\/a\u003e\u003cspan\u003e \u003c\/span\u003ein place\u003c\/li\u003e\n\u003cli\u003eOperating temperature: 0°C ~ 50°C (ambient)\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/div\u003e\n\u003cdiv\u003e\u003cbr\u003e\u003c\/div\u003e\n\u003c\/div\u003e\n\u003cdiv class=\"pdTRBL2\"\u003e\n\u003cdiv class=\"richTitle\"\u003eOff‑board tasks with onboard RAM\u003c\/div\u003e\n\u003cdiv class=\"bgWhite\"\u003e\u003cimg src=\"https:\/\/www.waveshare.com\/img\/devkit\/accBoard\/Raspberry-Pi-AI-HAT-Plus-2\/Raspberry-Pi-AI-HAT-Plus-2-details-3.jpg\" alt=\"Raspberry Pi AI HAT+ 2, onboard RAM, standalone computing\"\u003e\u003c\/div\u003e\n\u003cdiv class=\"bgWhite\"\u003e\n\u003cp class=\"alignl\"\u003eWith 8GB of dedicated on-board RAM, the AI HAT+ 2 is ideal for running large language models (LLMs) and vision-language models (VLMs) locally, leaving the host Raspberry Pi 5 free to handle other tasks and ensuring your AI models run smoothly.\u003c\/p\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003cdiv class=\"pdTRBL2\"\u003e\n\u003cdiv class=\"richTitle\"\u003eA model for privacy and security\u003c\/div\u003e\n\u003cdiv class=\"bgWhite\"\u003e\u003cimg src=\"https:\/\/www.waveshare.com\/img\/devkit\/accBoard\/Raspberry-Pi-AI-HAT-Plus-2\/Raspberry-Pi-AI-HAT-Plus-2-details-7.jpg\" alt=\"Raspberry Pi AI HAT+ 2, Ensuring user privacy and security\"\u003e\u003c\/div\u003e\n\u003cdiv class=\"bgWhite\"\u003e\n\u003cp class=\"alignl\"\u003eDelivering reliable, low-latency AI processing at the edge and without a network connection, the AI HAT+ 2 simplifies data security, minimises infrastructure requirements, and reduces cloud API costs.\u003c\/p\u003e\n\u003c\/div\u003e\n\u003cbr\u003e\n\u003c\/div\u003e\n\u003cdiv class=\"pdT\"\u003e\n\u003cp class=\"note\"\u003e \u003c\/p\u003e\n\u003c\/div\u003e\n\u003cdiv class=\"pdT\"\u003e\n\u003cdiv class=\"richTitle\"\u003eoutline dimensions\u003c\/div\u003e\n\u003cp class=\"hilitBlock2\"\u003eRaspberry Pi AI HAT+ 2\u003c\/p\u003e\n\u003cspan\u003e \u003c\/span\u003e\u003cimg src=\"https:\/\/www.waveshare.com\/img\/devkit\/accBoard\/Raspberry-Pi-AI-HAT-Plus-2\/Raspberry-Pi-AI-HAT-Plus-2-details-size.jpg\" alt=\"Raspberry Pi AI HAT+ 2, outline dimensions\"\u003e\u003cspan\u003e \u003c\/span\u003e\u003cspan\u003e\u003c\/span\u003e\n\u003c\/div\u003e\n\u003cdiv\u003e\n\u003cdiv class=\"richTitle\"\u003eResources \u0026amp; Services\u003c\/div\u003e\n\u003cdiv class=\"bgGrey\"\u003e\n\u003cstrong\u003eWiki:\u003cspan\u003e \u003c\/span\u003e\u003c\/strong\u003e\u003ca href=\"http:\/\/www.waveshare.com\/wiki\/Raspberry_Pi_AI_HAT+_2\" id=\"tab-wiki\" target=\"_blank\"\u003ewww.waveshare.com\/wiki\/Raspberry_Pi_AI_HAT+_2\u003c\/a\u003e\n\u003c\/div\u003e\n\u003cdiv class=\"bgGrey\"\u003e\n\u003cstrong\u003ePackage include: \u003cbr\u003e1x \u003c\/strong\u003eOfficial Raspberry Pi AI HAT+ 2, Built-in Hailo-10H\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e","brand":"Digilog Electronics","offers":[{"title":"Default Title","offer_id":51138192015638,"sku":null,"price":90000.0,"currency_code":"PKR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0744\/0764\/1366\/files\/RPI5-Hat2-Blog-TN-scaled.jpg?v=1774610227","url":"https:\/\/digilog.pk\/products\/official-raspberry-pi-ai-hat-2-built-in-hailo-10h-ai-accelerator-and-8gb-onboard-ram-comes-with-heatsink","provider":"digilog.pk","version":"1.0","type":"link"}