{"title":"Vichocheo vya AI","description":"\u003cp\u003eBodi za kasi za msingi wa Hailo na vifaa vya kazi za AI zinazofaa za Raspberry Pi.\u003c\/p\u003e","products":[{"product_id":"raspberry-pi-ai-kit","title":"Kifurushi cha AI cha Raspberry Pi – M.2 HAT+ chenye Hailo AI Acceleration (13 TOPS), kwa Raspberry Pi 5 na CM4 IoT Gateways","description":"\u003ch2\u003eMuhtasari\u003c\/h2\u003e\n\u003cp\u003eKitengo cha Raspberry Pi AI kinajumuisha Raspberry Pi M.2 HAT+ pamoja na moduli ya kuharakisha AI ya Hailo. Kitengo hiki cha Raspberry Pi AI kimeundwa kwa ajili ya Raspberry Pi 5, na pia kinaweza kuboresha vifaa vya Raspberry Pi CM4 vya IoT vya ukingo vilivyo na sloti za M.2, kama vile reComputer R1000 na reComputer R1100, kwa kuongeza uwezo wa AI pamoja na uhifadhi wa SSD.\u003c\/p\u003e\u003ch2\u003eVipengele Muhimu\u003c\/h2\u003e\n\u003cul\u003e\n\u003cli\u003e13 Tera-Operations Kwa Sekunde (TOPS): kiendeshi cha uelekezi wa mtandao wa neva kinachoweza kufanya 13 TOPS\u003c\/li\u003e\n\u003cli\u003eKamera iliyobadilishwa kikamilifu: imejumuishwa katika mfumo wa programu wa kamera wa Raspberry Pi\u003c\/li\u003e\n\u003cli\u003eUsimamizi wa joto: pad ya joto iliyowekwa awali kati ya moduli na HAT+ inasambaza joto kati ya vipengele ili kuboresha utendaji\u003c\/li\u003e\n\u003cli\u003eKiunganishi kilichohifadhiwa na vifaa vya kufunga: vinatolewa na kichwa cha stacking cha 16mm, spacers, na viscrew ili kuwezesha ufungaji kwenye Raspberry Pi 5 na CM4-powered IoT gateways\/controllers\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch2\u003eMaelezo ya Kiufundi\u003c\/h2\u003e\n\u003ctable\u003e\n\u003ctbody\u003e\n\u003ctr\u003e\n\u003ctd\u003eUtendaji wa kiendeshi cha AI\u003c\/td\u003e\n\u003ctd\u003e13 TOPS\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eKiunganishi\u003c\/td\u003e\n\u003ctd\u003eKichwa cha stacking cha 16mm\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eJoto la kufanya kazi\u003c\/td\u003e\n\u003ctd\u003e0℃ hadi 50℃\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003c\/tbody\u003e\n\u003c\/table\u003e\n\u003ch2\u003eNini Kimejumuishwa\u003c\/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003ca href=\"https:\/\/rcdrone.top\/collections\/raspberry-pi\" title=\"Raspberry Pi\"\u003eRaspberry Pi\u003c\/a\u003e M.2 HAT+ × 1\u003c\/li\u003e\n\u003cli\u003eModuli wa Hailo AI × 1\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch2\u003eMaombi\u003c\/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https:\/\/wiki.seeedstudio.com\/tutorial_of_ai_kit_with_raspberrypi5_about_yolov8n_object_detection\/\"\u003eMaelekezo ya AI Kit na Raspberry Pi 5 kuhusu ugunduzi wa vitu vya YOLOv8n\u003c\/a\u003e\u003c\/li\u003e\n\u003cli\u003e\u003ca href=\"https:\/\/wiki.seeedstudio.com\/yolov8_object_detection_on_recomputer_r1000_with_hailo_8l\/\"\u003eUgunduzi wa Vitu vya YOLOv8 kwenye reComputer R1000, lango lililo na CM4 \u0026na Kiongozi wa Hailo-8L\u003c\/a\u003e\u003c\/li\u003e\n\u003cli\u003e\u003ca href=\"https:\/\/wiki.seeedstudio.com\/yolov8_pose_estimation_on_recomputer_r1000_with_hailo_8l\/\"\u003eMakadirio ya Pose ya YOLOv8 kwenye reComputer R1000, lango lililo na CM4 \u0026na Kiongozi wa Hailo-8L\u003c\/a\u003e\u003c\/li\u003e\n\u003cli\u003e\u003ca href=\"https:\/\/wiki.seeedstudio.com\/pose_based_light_control_with_nodered_and_rpi_with_aikit\/\"\u003eUdhibiti wa Mwanga Kulingana na Pose kwa kutumia Node-Red na Raspberry Pi na AI kit\u003c\/a\u003e\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch2\u003eHati\u003c\/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https:\/\/www.raspberrypi.com\/documentation\/accessories\/ai-kit.html\" target=\"_blank\"\u003eRaspberry Pi AI Kit\u003c\/a\u003e\u003c\/li\u003e\n\u003cli\u003e\u003ca href=\"https:\/\/www.raspberrypi.com\/documentation\/accessories\/m2-hat-plus.html\" target=\"_blank\"\u003eRaspberry Pi M.2 HAT+\u003c\/a\u003e\u003c\/li\u003e\n\u003cli\u003e\u003ca href=\"https:\/\/hailo.ai\/products\/ai-accelerators\/hailo-8l-m-2-ai-acceleration-module-for-ai-light-applications\/\" target=\"_blank\"\u003eModuli wa Hailo AI\u003c\/a\u003e\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch2\u003eMaelezo\u003c\/h2\u003e\n\u003cp\u003e\u003cimg alt=\"Raspberry Pi M2 AI HAT, A computer with AI kit, including a Seeed Studio modbus relay controller, camera, and alarm light distribution box for IoT applications.\" src=\"https:\/\/rcdrone.top\/cdn\/shop\/files\/Raspberry-Pi-M2-AI-HAT.webp?v=1760238656\"\u003e\u003c\/p\u003e\n\u003cp\u003ereComputer RIO na AI Kit ina sanduku la umeme lililofungwa, Seeed Studio M Power, Modbus Relay Controller, Sanduku la Usambazaji wa Mwanga wa Kamera.Inajumuisha pia uwezo wa kuonyesha G2 Ultralytics Yolota, MQTT, na UDP. Kifaa kinakuja na programu ya reTerminal DM PJ 6 kwa ajili ya ulinganifu wa Node Red.\u003c\/p\u003e\n\u003cp\u003e\u003cimg alt=\"Raspberry Pi M2 AI HAT, Discover Raspberry Pi AI: setup, computer vision, LLMs, IoT with TensorFlow, PyTorch, YOLO—real-world uses in retail, smart buildings, manufacturing—perfect for all skill levels.\" src=\"https:\/\/rcdrone.top\/cdn\/shop\/files\/Raspberry-Pi-M2-AI-HAT-xO9Ud.webp?v=1760238688\"\u003e\u003c\/p\u003e\n\u003cp\u003eChunguza Raspberry Pi AI: kutoka kwa usanidi na maono ya kompyuta hadi LLMs na IoT. Tumia TensorFlow, PyTorch, YOLO. Maombi halisi katika rejareja, majengo smart, na utengenezaji—bora kwa waanziaji hadi watumiaji wa juu.\u003c\/p\u003e\n\u003cp\u003eModuli ya Hailo AI\u003c\/p\u003e\n\u003cp\u003e\u003cimg alt=\"\" src=\"https:\/\/cdn.shopify.com\/s\/files\/1\/0643\/3210\/3904\/files\/1_4_f5abd89b-05b7-4ccb-9b39-0e89472f2aa5.webp?v=1760239106\"\u003e\u003c\/p\u003e\n\u003cp\u003eM.2 HAT+\u003c\/p\u003e\n\u003cp\u003e\u003cimg alt=\"\" src=\"https:\/\/cdn.shopify.com\/s\/files\/1\/0643\/3210\/3904\/files\/image-1.webp?v=1760238999\"\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e","brand":"Seeed Studio","offers":[{"title":"Raspberry Pi AI HAT+ 13TOPS","offer_id":54892317475040,"sku":"113060086","price":219.0,"currency_code":"USD","in_stock":true},{"title":"Raspberry Pi AI HAT+ 26TOPS","offer_id":54892317507808,"sku":"113060087","price":319.0,"currency_code":"USD","in_stock":true},{"title":"Raspberry Pi M.2 HAT+","offer_id":54892317540576,"sku":"113060088","price":39.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0643\/3210\/3904\/files\/2-113060086-raspberry-pi-ai-kit-all.jpg?v=1760236478"},{"product_id":"raspberry-pi-al-hat-26-tops","title":"Bodi ya Kuongeza ya Raspberry Pi AI HAT+ 26 TOPS kwa Raspberry Pi 5 yenye Hailo Accelerator, PCIe Gen3, na muunganiko wa rpicam","description":"\u003ch2\u003eOverview\u003c\/h2\u003e\n\u003cp\u003eBodi ya nyongeza ya Raspberry Pi AI HAT+ inajumuisha kiendeshi cha ndani cha Hailo AI kwa Raspberry Pi 5, ikitoa AI ya juu yenye ufanisi, gharama nafuu, na matumizi ya nguvu kidogo. Inafaa kwa udhibiti wa mchakato, usalama, automatisering ya nyumbani, na miradi ya roboti, na inasaidia usindikaji wa AI wa asili ndani ya mfumo wa programu wa kamera ya Raspberry Pi (rpicam-apps).\u003c\/p\u003e\n\u003cp\u003eJe, uko tayari kupanua zaidi ya mifano? \u003ca href=\"https:\/\/www.seeedstudio.com\/reComputer-AI-R2130-12-p-6368.html\" rel=\"noopener\" target=\"_blank\"\u003eAngalia Mfululizo wa reComputer AI\u003c\/a\u003e. 26 TOPS za utendaji wa AI wa asili ulioimarishwa na Hailo, usanifu wa hivi punde wa RPi 5, utendaji wa kiwango cha kitaaluma, bei rafiki kwa mifano ($249), na urahisi wa kuunganisha na kucheza.\u003c\/p\u003e\n\u003ch2\u003eVipengele Muhimu\u003c\/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cstrong\u003eKiendeshi cha Hailo AI kilichojengwa ndani:\u003c\/strong\u003e 26 TOPS Hailo AI kiendeshi kwa uunganisho wa AI wa juu.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eUunganisho Usio na Mipaka:\u003c\/strong\u003e Imeunganishwa kikamilifu na mfumo wa programu wa kamera ya Raspberry Pi na msaada wa asili wa rpicam-apps kwa usindikaji wa baada ya AI.\u003c\/li\u003e\u003cli\u003e\n\u003cstrong\u003eMawasiliano ya PCIe Gen 3:\u003c\/strong\u003e Inatumia interface ya PCIe Gen 3 ya Raspberry Pi 5 kwa ajili ya uhamasishaji wa data haraka na mzuri.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eUsanidi Rahisi:\u003c\/strong\u003e Imetolewa na kichwa cha stacking cha 16mm, spacers, na viscrew; inafaa kwa Raspberry Pi 5 hata na Cooler ya Kazi.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eGharama nafuu na Ufanisi wa Nguvu:\u003c\/strong\u003e Imeundwa kutoa utendaji mzuri wa AI kwa matumizi ya chini ya nguvu.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eUsaidizi wa Maombi Mbalimbali:\u003c\/strong\u003e Inasaidia ugunduzi wa vitu, segmentation ya semantic, na tathmini ya mkao.\u003c\/li\u003e\u003c\/ul\u003e\n\u003ch2\u003eMaelezo\u003c\/h2\u003e\n\u003ctable\u003e\n\u003ctbody\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003cstrong\u003eUtendaji\u003c\/strong\u003e\u003c\/td\u003e\n\u003ctd\u003e26 TOPS kwa kazi za AI zenye utendaji wa juu\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003cstrong\u003eKiunganishi\u003c\/strong\u003e\u003c\/td\u003e\n\u003ctd\u003ePCIe Gen 3 (\u003ca href=\"https:\/\/rcdrone.top\/collections\/raspberry-pi\" title=\"Raspberry Pi\"\u003eRaspberry Pi\u003c\/a\u003e 5)\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003cstrong\u003eJoto la Uendeshaji\u003c\/strong\u003e\u003c\/td\u003e\n\u003ctd\u003e0℃ hadi 50℃ (mazingira)\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003cstrong\u003eUfanisi wa Mhost\u003c\/strong\u003e\u003c\/td\u003e\n\u003ctd\u003eRaspberry Pi 5\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003cstrong\u003eUzingatiaji\u003c\/strong\u003e\u003c\/td\u003e\n\u003ctd\u003eKwa idhini, tembelea \u003ca href=\"https:\/\/pip.raspberrypi.com\/\" target=\"_blank\"\u003eDocuments - Product Information Portal - Raspberry Pi\u003c\/a\u003e\n\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003c\/tbody\u003e\n\u003c\/table\u003e\n\u003ch2\u003eNini Kimejumuishwa\u003c\/h2\u003e\n\u003ctable\u003e\n\u003ctbody\u003e\n\u003ctr\u003e\n\u003ctd\u003eRaspberry Pi AI HAT+ 26 TOPS\u003c\/td\u003e\n\u003ctd\u003eX1\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e16mm GPIO Stacking Header\u003c\/td\u003e\n\u003ctd\u003eX1\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eSeti ya screws\u003c\/td\u003e\n\u003ctd\u003eX1\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003c\/tbody\u003e\n\u003c\/table\u003e\n\u003ch2\u003eMatumizi\u003c\/h2\u003e\n\u003cul\u003e\n\u003cli\u003eUdhibiti wa mchakato\u003c\/li\u003e\u003cli\u003eUsalama\u003c\/li\u003e\n\u003cli\u003eAutomatiki ya nyumbani\u003c\/li\u003e\n\u003cli\u003eRoboti\u003c\/li\u003e\n\u003cli\u003eMaono ya kompyuta: ugunduzi wa vitu, segmentation ya semantic, tathmini ya mkao\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003ca href=\"https:\/\/github.com\/Seeed-Projects\/Tutorial-of-AI-Kit-with-Raspberry-Pi-From-Zero-to-Hero\" target=\"_blank\"\u003e\u003cimg alt=\"Raspberry Pi AI from Zero to Hero\" src=\"https:\/\/rcdrone.top\/cdn\/shop\/files\/Raspberry-Pi-AI-HAT-Camera-ydIVo.webp?v=1760238841\"\u003e\u003c\/a\u003e\u003c\/p\u003e\n\u003cp\u003e\u003ca href=\"https:\/\/github.com\/Seeed-Projects\/Tutorial-of-AI-Kit-with-Raspberry-Pi-From-Zero-to-Hero\" target=\"_blank\"\u003eJifunze AI na Raspberry Pi: usanidi, maono ya kompyuta, LLMs, mifano maalum, na matumizi ya AIoT katika rejareja smart, majengo, na uzalishaji—yote kutoka mwanzo.\u003c\/a\u003e\u003c\/p\u003e\n\u003cp\u003e \u003c\/p\u003e\n\u003ch2\u003eECCN\/HTS\u003c\/h2\u003e\n\u003ctable\u003e\n\u003ctbody\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003cstrong\u003eHSCODE\u003c\/strong\u003e\u003c\/td\u003e\n\u003ctd\u003e8473309000\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003cstrong\u003eUSHSCODE\u003c\/strong\u003e\u003c\/td\u003e\n\u003ctd\u003e8473309100\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003cstrong\u003eUPC\u003c\/strong\u003e\u003c\/td\u003e\n\u003ctd\u003e\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003cstrong\u003eEUHSCODE\u003c\/strong\u003e\u003c\/td\u003e\n\u003ctd\u003e8471707000\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003cstrong\u003eCOO\u003c\/strong\u003e\u003c\/td\u003e\n\u003ctd\u003eCHINA\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003c\/tbody\u003e\n\u003c\/table\u003e\n\u003ch2\u003eMaelekezo\u003c\/h2\u003e\n\u003cp\u003e\u003ca href=\"https:\/\/pip.raspberrypi.com\/\" target=\"_blank\"\u003eHati — Tovuti ya Taarifa za Bidhaa — Raspberry Pi\u003c\/a\u003e\u003c\/p\u003e\n\u003ch2\u003eMaelezo\u003c\/h2\u003e\n\u003cp\u003e\u003cimg alt=\"\" src=\"https:\/\/cdn.shopify.com\/s\/files\/1\/0643\/3210\/3904\/files\/3_370a4430-6da5-44f0-81f9-0449cd71bf4b.webp?v=1760238943\"\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cimg alt=\"Raspberry Pi AI HAT Camera, Learn AI on Raspberry Pi: setup, computer vision, LLMs, custom models, and AIoT applications—from beginner to advanced.\" src=\"https:\/\/rcdrone.top\/cdn\/shop\/files\/Raspberry-Pi-AI-HAT-Camera-JYR9M.webp?v=1760238867\"\u003e\u003c\/p\u003e\n\u003cp\u003eRaspberry Pi AI kutoka Sifuri hadi Shujaa: Utangulizi wa AI, usanidi, maono ya kompyuta, LLM, maendeleo ya mfano wa kawaida, na matumizi ya AIoT kwa kutumia Raspberry Pi na zana zinazohusiana.\u003c\/p\u003e","brand":"Seeed Studio","offers":[{"title":"Default Title","offer_id":47866442875104,"sku":"103990703","price":186.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0643\/3210\/3904\/files\/ai_hat.jpg?v=1760236823"},{"product_id":"yahboom-hailo-8-hat-plus","title":"Hailo-8\/8L AI HAT+ Moduli ya Kuongeza Kasi ya AI kwa Raspberry Pi 5, 13\/26 TOPS, M.2, PCIe Gen3","description":"\u003ch2\u003eMuhtasari\u003c\/h2\u003e\u003cp\u003eHailo-8\/8L AI HAT+ ni moduli ya kuongeza kasi ya AI (HAT+ ubao wa upanuzi) iliyoundwa kwa ajili ya Raspberry Pi 5, ikitoa hadi 26 TOPS (Hailo-8) au 13 TOPS (Hailo-8L) ya hesabu ya AI kwenye ukingo ili kuharakisha programu kama utambuzi wa picha, kugundua vitu, na usindikaji wa lugha asilia. Inatumia moduli ya kiolesura cha M.2 na inakubaliana na vipimo vya Raspberry Pi HAT+, na msaada wa programu umeunganishwa katika safu ya programu ya kamera ya Raspberry Pi.\u003c\/p\u003e\u003ch2\u003eSifa Muhimu\u003c\/h2\u003e\u003cul\u003e\n\u003cli\u003eChaguo mbili: 13 TOPS (Hailo-8L) au 26 TOPS (Hailo-8) kichakataji cha AI\u003c\/li\u003e\n\u003cli\u003eInaruhusu utambuzi wa AI wa wakati halisi, wa ucheleweshaji mdogo, na wenye ufanisi kwenye vifaa vya ukingo\u003c\/li\u003e\n\u003cli\u003eModuli ya kiolesura cha M.2 ya kawaida; umbo la kiolesura cha PCIe linaloendana na kiwango cha Raspberry Pi 5 PCIe Gen3\u003c\/li\u003e\n\u003cli\u003eMifumo inayoungwa mkono: TensorFlow, TensorFlow Lite, ONNX, Keras, PyTorch\u003c\/li\u003e\n\u003cli\u003eMsaada wa Raspberry Pi OS\u003c\/li\u003e\n\u003cli\u003eMatumizi ya chini ya nguvu (matumizi ya kawaida ya nguvu: 2.5W)\u003c\/li\u003e\n\u003cli\u003eUfumbuzi wa chipu moja; DRAM ya ndani, hakuna DRAM ya nje inayohitajika\u003c\/li\u003e\n\u003cli\u003eInayoweza kupanuliwa: inasaidia mkondo wa data nyingi, mtandao wa neva nyingi, na uwekaji wa chipu nyingi\u003c\/li\u003e\n\u003cli\u003eTaarifa za joto zimetolewa: joto la uendeshaji 0°C hadi 50°C; pia inasema kiwango cha joto kilichopanuliwa -40°C hadi 85°C; viwandani -40°C hadi 85°C; magari -40°C hadi 105°C\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003eKwa maswali ya kabla ya mauzo, ukaguzi wa utangamano, au msaada baada ya mauzo, wasiliana na https:\/\/rcdrone.top\/ au tuma barua pepe support@rcdrone.top. \u003c\/p\u003e\u003ch2\u003eVipimo\u003c\/h2\u003e\u003ctable border=\"1\" cellpadding=\"6\" cellspacing=\"0\"\u003e\u003ctbody\u003e\n\u003ctr\u003e\n\u003ctd\u003eBidhaa\u003c\/td\u003e\n\u003ctd\u003eRaspberry Pi 5 AI HAT+ (moduli ya kuongeza kasi ya AI)\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eKifaa kinachoungwa mkono\u003c\/td\u003e\n\u003ctd\u003eRaspberry Pi 5\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eChipu ya kuongeza kasi (Hailo NPU)\u003c\/td\u003e\n\u003ctd\u003eHailo-8L \/ Hailo-8\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eUtendaji\u003c\/td\u003e\n\u003ctd\u003e13 TOPS (INT8) \/ 26 TOPS (INT8)\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eKumbukumbu (RAM)\u003c\/td\u003e\n\u003ctd\u003eInatumia kumbukumbu kwenye Raspberry Pi 5\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eKusaidia Mifano Mikubwa ya Lugha (LLM)\u003c\/td\u003e\n\u003ctd\u003eHaisaidii\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eKusaidia Mfano wa Lugha ya Picha (VLM)\u003c\/td\u003e\n\u003ctd\u003eHaisaidii\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eMifumo inayoungwa mkono\u003c\/td\u003e\n\u003ctd\u003eTensorFlow, TensorFlow Lite, ONNX, Keras, PyTorch\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eMifumo ya uendeshaji inayoungwa mkono\u003c\/td\u003e\n\u003ctd\u003eRaspberry Pi OS\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eUjumuishaji wa programu\u003c\/td\u003e\n\u003ctd\u003eImeunganishwa kikamilifu katika mfumo wa programu ya kamera ya Raspberry Pi\u003c\/td\u003e\u003c\/tr\u003e\u003ctr\u003e\n\u003ctd\u003eKiolesura\u003c\/td\u003e\n\u003ctd\u003eM.2 interface module; PCIe interface form factor compatible with Raspberry Pi 5 PCIe Gen3 standard\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eHAT interface\u003c\/td\u003e\n\u003ctd\u003eInakubaliana na vipimo vya Raspberry Pi HAT+\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eJoto la uendeshaji\u003c\/td\u003e\n\u003ctd\u003e0°C hadi 50°C\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eTaarifa nyingine za joto zimetolewa\u003c\/td\u003e\n\u003ctd\u003eKiwango cha joto kilichopanuliwa -40°C hadi 85°C; viwanda -40°C hadi 85°C; magari -40°C hadi 105°C\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eMatumizi ya kawaida ya nguvu\u003c\/td\u003e\n\u003ctd\u003e2.5W\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eUkubwa\u003c\/td\u003e\n\u003ctd\u003e65 x 56.5 x 5.5 mm\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003c\/tbody\u003e\u003c\/table\u003e\u003ch2\u003eKilichojumuishwa\u003c\/h2\u003e\u003cul\u003e\n\u003cli\u003eHailo-8L AI HAT+ (Raspberry Pi 5 AI HAT+ 13 TOPS ubao wa upanuzi) au Hailo-8 AI HAT+ (Raspberry Pi 5 AI HAT+ 26 TOPS ubao wa upanuzi) (inategemea toleo)\u003c\/li\u003e\n\u003cli\u003ePin header\u003c\/li\u003e\n\u003cli\u003eKebo ya PCIe\u003c\/li\u003e\n\u003cli\u003eParafujo ya safu ya shaba\u003c\/li\u003e\n\u003c\/ul\u003e\u003ch2\u003eMatumizi\u003c\/h2\u003e\u003cul\u003e\n\u003cli\u003eUsindikaji wa picha za kuona: utambuzi wa vitu, usindikaji wa baada ya kamera, roboti, kazi za neural za wastani\u003c\/li\u003e\n\u003cli\u003eMifano iliyoonyeshwa: utambuzi wa vitu, kugawanya picha, makadirio ya mkao, matumizi yaliyogawanywa, kina cha monocular\u003c\/li\u003e\n\u003cli\u003eSekta za mfano zilizoorodheshwa: udhibiti wa mchakato, usalama, otomatiki ya nyumbani, roboti; ITS\/ulinzi wa mzunguko\/udhibiti wa ufikiaji; ADAS\/kuendesha gari kwa uhuru\/ufuatiliaji wa ndani ya kabini; AMR\/AGV, AOI, usimamizi wa majengo roboti, mashine; sehemu ya mauzo, usimamizi wa mnyororo wa ugavi\u003c\/li\u003e\n\u003c\/ul\u003e\u003ch2\u003eMatokeo ya Jaribio la Utendaji (kama ilivyoelezwa)\u003c\/h2\u003e\u003cul\u003e\u003cli\u003eYOLOv5 jaribio la kesi: Raspberry Pi 5 = FPS 8; Raspberry Pi 5 + Hailo-8\/Hailo-8L = FPS 30\u003c\/li\u003e\n\u003cli\u003eJaribio la mifupa ya binadamu: Raspberry Pi 5 = FPS 1; Raspberry Pi 5 + Hailo-8L = FPS 29.88; Raspberry Pi 5 + Hailo-8 = FPS 30.63\u003c\/li\u003e\n\u003cli\u003eJaribio la kugawanya mandharinyuma: Raspberry Pi 5 = FPS 0 (Haiwezi kuendesha); Raspberry Pi 5 + Hailo-8L = FPS 19.9; Raspberry Pi 5 + Hailo-8 = FPS 27.60\u003c\/li\u003e\n\u003cli\u003eJaribio la kugundua picha: Raspberry Pi 5 = FPS 1; Raspberry Pi 5 + Hailo-8L = FPS 50.6; Raspberry Pi 5 + Hailo-8 = FPS 60.22\u003c\/li\u003e\n\u003c\/ul\u003e\u003ch2\u003eMaelezo ya Kupoeza\u003c\/h2\u003e\u003cp\u003eIli kuboresha uingizaji hewa chini ya kompyuta yenye mzigo mkubwa, tumia na radiator inayofanya kazi\/kipozeo kinachofanya kazi ili kusaidia kuepuka joto kupita kiasi na kudumisha utendaji kamili wa chipu. Orodha ya usafirishaji haijumuishi Raspberry Pi 5 na radiator inayofanya kazi\/kipozeo kinachofanya kazi.\u003c\/p\u003e\u003cp style=\"text-align: center;\"\u003e\u003ciframe height=\"420\" src=\"https:\/\/www.youtube.com\/embed\/SXzQ2x5V5N0\" title=\"Hailo-8\/8L AI HAT+ for Raspberry Pi 5\" width=\"600\"\u003e\u003c\/iframe\u003e\u003c\/p\u003e\u003ch2 id=\"details\"\u003eMaelezo\u003c\/h2\u003e\u003cdiv class=\"details-gallery\"\u003e\n\u003cimg alt=\"Raspberry Pi 5 Hailo-8\/8L AI HAT+ accelerator board with 13\/26 TOPS badge and 40-pin header\" loading=\"lazy\" src=\"https:\/\/rcdrone.top\/cdn\/shop\/files\/Hailo-88L-AI-HAT-for-Raspberry-Pi-5.jpg?v=1782061082\"\u003e\u003cp\u003eOngeza hadi 13 TOPS (Hailo-8L) au 26 TOPS (Hailo-8) ya makisio ya AI ya ukingo kwa Raspberry Pi 5 katika umbo la HAT+.\u003c\/p\u003e\n\u003cimg alt=\"Product introduction graphic for Raspberry Pi 5 AI HAT+ with Hailo-8 (26 TOPS) and Hailo-8L (13 TOPS) options\" loading=\"lazy\" src=\"https:\/\/rcdrone.top\/cdn\/shop\/files\/Hailo-88L-AI-HAT-for-Raspberry-Pi-5_306e2322-9583-439f-8dcc-eb1605f72efd.jpg?v=1782061089\"\u003e\u003cimg alt=\"Version selection: Hailo-8L or Hailo-8 AI HAT+ kit contents with pin header, PCIe cable, and copper standoffs\" loading=\"lazy\" src=\"https:\/\/rcdrone.top\/cdn\/shop\/files\/Hailo-88L-AI-HAT-for-Raspberry-Pi-5_73b7ed50-e557-40c5-86ae-cf1263651b8f.jpg?v=1782061095\"\u003e\u003cp\u003eChagua kati ya aina za 13 TOPS na 26 TOPS; kila kifurushi kinajumuisha HAT+, kichwa cha pini, kebo ya PCIe, na vifaa vya kufunga.\u003c\/p\u003e\u003cimg alt=\"Feature overview for Hailo-8\/8L AI HAT+ on Raspberry Pi 5 highlighting efficiency, low latency, and M.2\/PCIe interface\" loading=\"lazy\" src=\"https:\/\/rcdrone.top\/cdn\/shop\/files\/Hailo-88L-AI-HAT-for-Raspberry-Pi-5_6d63c5e9-1927-4217-8e31-f3e40ab19179.jpg?v=1782061101\"\u003e\u003cp\u003eImeundwa kwa ajili ya utambuzi wa AI wa wakati halisi, wa ucheleweshaji mdogo na moduli ya kawaida ya M.2 juu ya Raspberry Pi 5 PCIe Gen3.\u003c\/p\u003e\n\u003cimg alt=\"Raspberry Pi 5 AI HAT+ series comparison table versus AI HAT+ 2, including TOPS, frameworks, and OS support\" loading=\"lazy\" src=\"https:\/\/rcdrone.top\/cdn\/shop\/files\/Hailo-88L-AI-HAT-for-Raspberry-Pi-5_26a6518e-10a1-4fd1-b09b-53a6096c8003.jpg?v=1782061107\"\u003e\u003cp\u003eChati ya kulinganisha ya haraka husaidia kuthibitisha ni chaguo gani la AI HAT+ linalolingana na mahitaji yako ya utendaji na programu.\u003c\/p\u003e\n\u003cimg alt=\"YOLOv5 and pose estimation FPS benchmark collage comparing Raspberry Pi 5 alone vs with Hailo-8\/8L AI HAT+\" loading=\"lazy\" src=\"https:\/\/rcdrone.top\/cdn\/shop\/files\/Hailo-88L-AI-HAT-for-Raspberry-Pi-5_e4107034-db89-4ccc-82ff-5275fd0377c1.jpg?v=1782061114\"\u003e\u003cp\u003eMifano ya utendaji inaonyesha FPS ya juu kwa kazi za kawaida za maono kama utambuzi na makadirio ya mkao wakati wa kutumia kiongeza kasi cha Hailo.\u003c\/p\u003e\n\u003cimg alt=\"Background segmentation and image detection FPS results comparing Raspberry Pi 5, Hailo-8L, and Hailo-8 configurations\" loading=\"lazy\" src=\"https:\/\/rcdrone.top\/cdn\/shop\/files\/Hailo-88L-AI-HAT-for-Raspberry-Pi-5_f90b667a-bd15-49fc-b50a-34effcc6912c.jpg?v=1782061120\"\u003e\u003cimg alt=\"Tutorial resources graphic with link and folder list for setup, test cases, segmentation apps, and downloads for Hailo-8\" loading=\"lazy\" src=\"https:\/\/rcdrone.top\/cdn\/shop\/files\/Hailo-88L-AI-HAT-for-Raspberry-Pi-5_ee684782-a7b9-4f90-9462-82989a38dbe6.jpg?v=1782061126\"\u003e\u003cimg alt=\"Exploded stack: Raspberry Pi 5, pin header, official active radiator, PCIe cable, and AI HAT+ expansion board\" loading=\"lazy\" src=\"https:\/\/rcdrone.top\/cdn\/shop\/files\/Hailo-88L-AI-HAT-for-Raspberry-Pi-5_de3ebb98-d91b-446e-afca-1b75c397d678.jpg?v=1782061133\"\u003e\u003cp\u003eKwa mizigo endelevu, inapendekezwa kuunganisha usanidi na kipozeo rasmi cha Raspberry Pi 5 kwa ajili ya kuboresha mtiririko wa hewa.\u003c\/p\u003e\n\u003cimg alt=\"Banner recommending the official Raspberry Pi 5 active radiator\/cooler accessory for better thermal performance\" loading=\"lazy\" src=\"https:\/\/rcdrone.top\/cdn\/shop\/files\/Hailo-88L-AI-HAT-for-Raspberry-Pi-5_fb83ece4-dd0b-4614-9dce-d889dafd1976.jpg?v=1782061138\"\u003e\u003cimg alt=\"Edge AI acceleration chip highlights: 13\/26 TOPS performance, typical 2.5W power, and single-chip design with internal DRAM\" loading=\"lazy\" src=\"https:\/\/rcdrone.top\/cdn\/shop\/files\/Hailo-88L-AI-HAT-for-Raspberry-Pi-5_60645f6e-fc83-420b-a267-0de9d4fffd1a.jpg?v=1782061144\"\u003e\u003cp\u003eHailo NPU inatoa utambuzi wa kingo wenye ufanisi na nguvu ya kawaida ya karibu 2.5W bila DRAM ya nje inayohitajika.\u003c\/p\u003e\n\u003cimg alt=\"Diagram of Hailo AI chip data flow architecture illustrating parallel layers, resource graph mapping, and efficient reasoning\" loading=\"lazy\" src=\"https:\/\/rcdrone.top\/cdn\/shop\/files\/Hailo-88L-AI-HAT-for-Raspberry-Pi-5_8cd19aa6-98b1-4053-a7e6-cfadd4d50174.jpg?v=1782061150\"\u003e\u003cimg alt=\"Software toolchain diagram showing model build, Hailo compiler\/SDK, runtime environment, and supported ML frameworks\" loading=\"lazy\" src=\"https:\/\/rcdrone.top\/cdn\/shop\/files\/Hailo-88L-AI-HAT-for-Raspberry-Pi-5_d6a3d02f-ec3e-48cb-a7b4-a185e6a73506.jpg?v=1782061156\"\u003e\u003cimg alt=\"Industry application montage for scalable AI: smart cities, ADAS\/in-cabin monitoring, factory robotics, and retail automation\" loading=\"lazy\" src=\"https:\/\/rcdrone.top\/cdn\/shop\/files\/Hailo-88L-AI-HAT-for-Raspberry-Pi-5_a50b2615-0837-4fd4-811b-97d449513dbe.jpg?v=1782061162\"\u003e\u003cimg alt=\"Case show collage of AI demos on Raspberry Pi: object detection, segmentation, posture estimation, and monocular depth outputs\" loading=\"lazy\" src=\"https:\/\/rcdrone.top\/cdn\/shop\/files\/Hailo-88L-AI-HAT-for-Raspberry-Pi-5_7d64c508-e392-4672-a83c-984f71f7262b.jpg?v=1782061169\"\u003e\u003cimg alt=\"Product dimensions drawing for AI HAT+ expansion board with measurements in mm, including 65 x 56.5 mm outline\" loading=\"lazy\" src=\"https:\/\/rcdrone.top\/cdn\/shop\/files\/Hailo-88L-AI-HAT-for-Raspberry-Pi-5_57cfbdb4-fefa-4189-b23b-1a8c9a8acd7e.jpg?v=1782061175\"\u003e\u003cp\u003eVipimo vya mitambo vinatolewa kusaidia kupanga ufungaji katika vifungashio na miundo ya Raspberry Pi iliyopangwa.\u003c\/p\u003e\n\u003c\/div\u003e","brand":"Yahboom","offers":[{"title":"Hailo-8L 13T AI HAT+","offer_id":53126681624800,"sku":"6000301722-1","price":143.73,"currency_code":"USD","in_stock":true},{"title":"Hailo-8 26T AI HAT+","offer_id":53126681657568,"sku":"6000301722-2","price":312.2,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0643\/3210\/3904\/files\/Hailo-8_01.jpg?v=1782035025"},{"product_id":"hailo-10h-ai-hat","title":"Hailo-10H AI HAT+2 Kifurushi Rasmi kwa Raspberry Pi 5, NPU ya 40 TOPS (INT4), Kumbukumbu ya 8GB, PCIe Gen3","description":"\u003ch2\u003eMuhtasari\u003c\/h2\u003e\u003cp\u003eHailo-10H AI HAT+2 Official Kit kwa Raspberry Pi 5 ni bodi maalum ya kuongeza kasi ya AI iliyoundwa kwa ajili ya kazi za AI za kizazi na maono ya kompyuta. Inaunganisha NPU ya Hailo-10H iliyojengwa ndani yenye kiwango cha 40 TOPS (INT4) na inajumuisha 8GB ya kumbukumbu maalum ya ndani, kusaidia kuendesha mifano mikubwa ya lugha (LLMs) na mifano ya lugha-maono (VLMs) ndani ya nchi huku ikiacha kumbukumbu ya mfumo wa Raspberry Pi 5 ipatikane kwa kazi nyingine.\u003c\/p\u003e\u003carticle class=\"4ever-article\"\u003e\u003ciframe height=\"751\" src=\"https:\/\/www.youtube.com\/embed\/UrYS67Tti4M\" title=\"\" width=\"1335\"\u003e\u003c\/iframe\u003e\u003c\/article\u003e\u003ch2\u003eVipengele Muhimu\u003c\/h2\u003e\u003cul\u003e\n\u003cli\u003eInaoana na Raspberry Pi 5\u003c\/li\u003e\n\u003cli\u003eKiharakishi cha AI cha Hailo-10H kinachotoa utendaji wa 40 TOPS (INT4) wa inferensi\u003c\/li\u003e\n\u003cli\u003eKumbukumbu ya 8GB iliyojengwa ndani (imejitolea)\u003c\/li\u003e\n\u003cli\u003eInakidhi vipimo vya Raspberry Pi HAT+\u003c\/li\u003e\n\u003cli\u003eMuunganisho kupitia kiolesura cha Raspberry Pi 5 PCI Express (PCIe Gen3 imetajwa)\u003c\/li\u003e\n\u003cli\u003eUlinganifu wa hali ya juu na programu ya kamera ya Raspberry Pi: libcamera, rpicam-apps, Picamera2\u003c\/li\u003e\n\u003cli\u003eKifurushi kamili cha programu \/ msaada wa zana (vipengele vya programu ya Hailo vilivyorejelewa: Hailo Model Zoo, Hailo Dataflow Compiler (SDK), HailoRT, TAPPAS, Hailo Firmware)\u003c\/li\u003e\n\u003cli\u003eJoto la uendeshaji: 0C~50C (mazingira)\u003c\/li\u003e\n\u003cli\u003eInajumuisha heatsink; inasaidia matumizi na baridi inayotumika kwa uingizaji hewa bora (baridi inayotumika haijajumuishwa)\u003c\/li\u003e\n\u003c\/ul\u003e\u003ch2\u003eVipimo\u003c\/h2\u003e\u003ctable\u003e\u003ctbody\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003cstrong\u003eMwenyeji\u003c\/strong\u003e\u003c\/td\u003e\n\u003ctd\u003eRaspberry Pi 5\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\u003ctd\u003e\u003cstrong\u003eChipu cha Accelerator (Hailo NPU)\u003c\/strong\u003e\u003c\/td\u003e\n\u003ctd\u003eHailo-10H\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003cstrong\u003eUtendaji wa AI\u003c\/strong\u003e\u003c\/td\u003e\n\u003ctd\u003e40 TOPS (INT4)\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003cstrong\u003eKumbukumbu ya ndani\u003c\/strong\u003e\u003c\/td\u003e\n\u003ctd\u003e8GB\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003cstrong\u003eKiolesura cha PCIe\u003c\/strong\u003e\u003c\/td\u003e\n\u003ctd\u003eRaspberry Pi 5 PCIe Gen3 (inayolingana na viwango)\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003cstrong\u003eKiolesura cha HAT\u003c\/strong\u003e\u003c\/td\u003e\n\u003ctd\u003eInakubaliana na vipimo vya Raspberry Pi HAT+\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003cstrong\u003eMfumo wa uendeshaji unaoungwa mkono\u003c\/strong\u003e\u003c\/td\u003e\n\u003ctd\u003eRaspberry Pi OS\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003cstrong\u003eMifumo inayoungwa mkono (iliyotajwa)\u003c\/strong\u003e\u003c\/td\u003e\n\u003ctd\u003eTensorFlow, TensorFlow Lite, ONNX, Keras, Pytorch\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003cstrong\u003eMsaada wa programu ya kamera\u003c\/strong\u003e\u003c\/td\u003e\n\u003ctd\u003elibcamera, rpicam-apps, Picamera2\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003cstrong\u003eJoto la uendeshaji\u003c\/strong\u003e\u003c\/td\u003e\n\u003ctd\u003e0C~50C (mazingira)\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003cstrong\u003eUkubwa\u003c\/strong\u003e\u003c\/td\u003e\u003ctd\u003e65 x 56.5 x 14 mm (with heatsink)\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003c\/tbody\u003e\u003c\/table\u003e\u003ch2\u003eMarejeo ya Utendaji (kutoka kwa takwimu zilizotolewa)\u003c\/h2\u003e\u003cul\u003e\n\u003cli\u003e\n\u003cstrong\u003eMuda wa majibu wa VLM ya ndani (Qwen2-VL-2B) (Raspberry Pi 5 4GB\/8GB):\u003c\/strong\u003e bila kiendelezi: \u0026gt; dakika 6 (Pi 5-4GB), \u0026gt;dakika 3 (Pi 5-8GB); na AI HAT+2: sekunde 3~30\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eUtambuzi wa lengo la YOLOv5:\u003c\/strong\u003e Raspberry Pi 5 mtihani FPS: 8; Raspberry Pi 5 + AI HAT+2 mtihani FPS: 30.01\u003c\/li\u003e \n\u003cli\u003e\n\u003cstrong\u003eMakadirio ya mkao:\u003c\/strong\u003e Raspberry Pi 5 mtihani FPS: 1; Raspberry Pi 5 + AI HAT+2 mtihani FPS: 30.64\u003c\/li\u003e \n\u003cli\u003e\n\u003cstrong\u003eUsegaji wa mandharinyuma:\u003c\/strong\u003e Raspberry Pi 5 mtihani: haiwezi kuendesha (FPS: 0); Raspberry Pi 5 + AI HAT+2 mtihani FPS: 29.63\u003c\/li\u003e \n\u003cli\u003e\n\u003cstrong\u003eUtambuzi wa picha:\u003c\/strong\u003e Raspberry Pi 5 mtihani FPS: 1; Raspberry Pi 5 + AI HAT+2 mtihani FPS: 60.22\u003c\/li\u003e \n\u003c\/ul\u003e\u003ch2\u003eKilichojumuishwa\u003c\/h2\u003e\u003cul\u003e\n\u003cli\u003eAI HAT+2 bodi (Hailo-10H)\u003c\/li\u003e\n\u003cli\u003eKipozezi cha joto\u003c\/li\u003e\n\u003cli\u003eKichwa cha kuweka 16mm\u003c\/li\u003e\n\u003cli\u003eNguzo za msaada\u003c\/li\u003e\n\u003cli\u003eVisu\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003eRaspberry Pi 5 na kipozezi kinachofanya kazi havijajumuishwa. Kwa maswali ya ujumuishaji au utangamano, wasiliana support@rcdrone.top or tembelea https:\/\/rcdrone.top\/ . \u003c\/p\u003e\u003ch2\u003eMatumizi\u003c\/h2\u003e\u003cul\u003e\n\u003cli\u003eUtekelezaji wa LLM na VLM nje ya mtandao kwenye Raspberry Pi 5\u003c\/li\u003e\n\u003cli\u003eKuharakisha maono ya kompyuta na usindikaji wa picha kwa wakati halisi\u003c\/li\u003e\n\u003cli\u003eRoboti\u003c\/li\u003e\n\u003cli\u003eUdhibiti wa mchakato nje ya mtandao na uchambuzi salama wa data\u003c\/li\u003e\n\u003cli\u003eUsimamizi wa vifaa\u003c\/li\u003e\n\u003c\/ul\u003e\u003ch2\u003eMafunzo\u003c\/h2\u003e\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https:\/\/www.yahboom.net\/study\/Hailo10\" rel=\"noopener\" target=\"_blank\"\u003eHailo10\u003c\/a\u003e\u003c\/li\u003e\n\u003cli\u003eMada za mafunzo zilizoonyeshwa: Utangulizi wa Bidhaa; Mafunzo ya Utekelezaji wa Kienyeji kwa LLM na VLM; Mafunzo ya Kuharakisha Mfano wa Maono ya AI; Raspberry Pi 5 AI HAT+2 Picha ya Mtihani\u003c\/li\u003e\n\u003cli\u003eMada za utekelezaji wa kienyeji zilizoonyeshwa: Usakinishaji wa Mazingira; LLM ya maingiliano ya maandishi; VLM ya maingiliano ya kuona na maandishi\u003c\/li\u003e\n\u003cli\u003eMada za kuharakisha maono ya AI zilizoonyeshwa: Usanidi wa Mazingira; rpicam-apps; Kesi ya mtihani; Ugawaji wa mfano; Makadirio ya mkao; Maombi yaliyogawanywa; Kina cha monocular\u003c\/li\u003e\n\u003cli\u003eMwongozo wa Mtumiaji (uliotajwa)\u003c\/li\u003e\n\u003c\/ul\u003e\u003ch2 id=\"details\"\u003eMaelezo\u003c\/h2\u003e\u003cdiv class=\"details-gallery\"\u003e\u003cimg alt=\"Raspberry Pi 5 Hailo-10H AI HAT+2 Official Kit board with 40 TOPS INT4 NPU and 8GB memory\" loading=\"lazy\" src=\"https:\/\/rcdrone.top\/cdn\/shop\/files\/Hailo-10H-AI-HAT2-40-TOPS-for-Raspberry-Pi-5.jpg?v=1782053039\"\u003e\u003cimg alt=\"Key feature icons for the AI HAT+2 kit: Raspberry Pi 5 support, 40 TOPS, Hailo-10H, 8GB memory, software tools\" loading=\"lazy\" src=\"https:\/\/rcdrone.top\/cdn\/shop\/files\/Hailo-10H-AI-HAT2-40-TOPS-for-Raspberry-Pi-5_13de0d1f-1f09-4faf-8dfb-6db35bb7d230.jpg?v=1782053046\"\u003e\u003cimg alt=\"Product introduction overview for the Raspberry Pi 5 AI HAT+2 with Hailo-10H accelerator and kit contents\" loading=\"lazy\" src=\"https:\/\/rcdrone.top\/cdn\/shop\/files\/Hailo-10H-AI-HAT2-40-TOPS-for-Raspberry-Pi-5_e03faa32-d822-46dc-bdfb-c50d40440b6a.jpg?v=1782053052\"\u003e\u003cp\u003eKikiwa na Hailo-10H NPU iliyojitolea na kumbukumbu ya 8GB iliyoko ndani, kifaa hiki husaidia kuendesha mizigo ya kazi ya LLM\/VLM na maono kwenye Raspberry Pi 5.\u003c\/p\u003e\u003cimg alt=\"Features list and top view of Hailo-10H AI HAT+2 board showing HAT+ connector and component layout\" loading=\"lazy\" src=\"https:\/\/rcdrone.top\/cdn\/shop\/files\/Hailo-10H-AI-HAT2-40-TOPS-for-Raspberry-Pi-5_97a9177d-a8c8-421b-8eb8-af150b9c90cb.jpg?v=1782053059\"\u003e\u003cimg alt=\"Raspberry Pi 5 AI HAT+ series comparison table highlighting AI HAT+ vs AI HAT+2 performance and memory\" loading=\"lazy\" src=\"https:\/\/rcdrone.top\/cdn\/shop\/files\/Hailo-10H-AI-HAT2-40-TOPS-for-Raspberry-Pi-5_259ca325-a09d-438e-83b8-94f4e7b1938c.jpg?v=1782053065\"\u003e\u003cp\u003eUlinganisho wa haraka wa safu ya AI HAT+ hufanya iwe rahisi kuchagua kati ya mfano wa msingi na AI HAT+2 yenye utendaji wa juu zaidi.\u003c\/p\u003e\n\u003cimg alt=\"Local VLM benchmark chart comparing response time on Raspberry Pi 5 with and without the AI HAT+2 accelerator\" loading=\"lazy\" src=\"https:\/\/rcdrone.top\/cdn\/shop\/files\/Hailo-10H-AI-HAT2-40-TOPS-for-Raspberry-Pi-5_cf3a8010-9332-4a47-890e-9f5236fedba1.jpg?v=1782053071\"\u003e\u003cp\u003eNyakati za majibu za modeli za lugha ya kuona za ndani zinaweza kushuka kutoka dakika hadi sekunde wakati mzigo wa kazi unahamishwa kwa kiendeshi cha AI.\u003c\/p\u003e\n\u003cimg alt=\"AI vision acceleration results for YOLOv5 detection and posture estimation, comparing Raspberry Pi 5 vs Pi 5 + AI HAT+2\" loading=\"lazy\" src=\"https:\/\/rcdrone.top\/cdn\/shop\/files\/Hailo-10H-AI-HAT2-40-TOPS-for-Raspberry-Pi-5_0f33e573-dab3-49c1-847e-201d338deec3.jpg?v=1782053078\"\u003e\u003cp\u003eNjia za maono ya kompyuta kama utambuzi wa vitu na makadirio ya mkao huona ongezeko kubwa la FPS zinapoendeshwa na AI HAT+2.\u003c\/p\u003e\n\u003cimg alt=\"Background segmentation and image detection FPS comparison: Raspberry Pi 5 alone vs Raspberry Pi 5 with AI HAT+2\" loading=\"lazy\" src=\"https:\/\/rcdrone.top\/cdn\/shop\/files\/Hailo-10H-AI-HAT2-40-TOPS-for-Raspberry-Pi-5_573f822b-7d3d-4380-9bd7-d2ceb52d4c17.jpg?v=1782053084\"\u003e\u003cimg alt=\"Tutorial resource links and folders for local deployment guide covering LLM and VLM setup and test projects\" loading=\"lazy\" src=\"https:\/\/rcdrone.top\/cdn\/shop\/files\/Hailo-10H-AI-HAT2-40-TOPS-for-Raspberry-Pi-5_5fe7b28c-e2f6-48f3-8512-8ac2546d541e.jpg?v=1782053090\"\u003e\u003cp\u003eVifaa vya mafunzo hatua kwa hatua vinatolewa kwa ajili ya kusanidi upelekaji wa ndani wa LLM\/VLM na kuendesha miradi ya sampuli.\u003c\/p\u003e\n\u003cimg alt=\"AI vision model acceleration tutorial modules and user guide thumbnails for rpicam apps, segmentation, depth and more\" loading=\"lazy\" src=\"https:\/\/rcdrone.top\/cdn\/shop\/files\/Hailo-10H-AI-HAT2-40-TOPS-for-Raspberry-Pi-5_fe9bd2bd-1bf2-4c9d-b887-a4540e215913.jpg?v=1782053096\"\u003e\u003cimg alt=\"Heatsink installation guide for AI HAT+2 showing thermal pad preparation before mounting to the accelerator board\" loading=\"lazy\" src=\"https:\/\/rcdrone.top\/cdn\/shop\/files\/Hailo-10H-AI-HAT2-40-TOPS-for-Raspberry-Pi-5_705b202e-f9c7-4e45-be38-cd0200db8fb5.jpg?v=1782053102\"\u003e\u003cp\u003eUsakinishaji sahihi wa heatsink husaidia kudumisha utendaji thabiti wakati wa mzigo wa kazi wa utambuzi wa AI unaoendelea.\u003c\/p\u003e\n\u003cimg alt=\"Heatsink positioning and fastening steps on the AI HAT+2 board using push pins and alignment points\" loading=\"lazy\" src=\"https:\/\/rcdrone.top\/cdn\/shop\/files\/Hailo-10H-AI-HAT2-40-TOPS-for-Raspberry-Pi-5_5ba2eb9c-5d78-4fa0-827e-867509ad469c.jpg?v=1782053107\"\u003e\u003cimg alt=\"Exploded installation view of AI HAT+2 on Raspberry Pi 5 with PCIe cable, pin header, heatsink and optional active cooler\" loading=\"lazy\" src=\"https:\/\/rcdrone.top\/cdn\/shop\/files\/Hailo-10H-AI-HAT2-40-TOPS-for-Raspberry-Pi-5_75112d11-e3f5-4197-aaf4-3690c2d7971b.jpg?v=1782053114\"\u003e\u003cp\u003eKwa ubaridi ulioboreshwa chini ya mzigo unaoendelea, bodi inasaidia kuunganishwa na baridi inayofanya kazi (Raspberry Pi 5 na baridi haijajumuishwa).\u003c\/p\u003e\u003cimg alt=\"Hailo AI chip dataflow architecture diagram showing model compiler, parser and supported ML frameworks\" loading=\"lazy\" src=\"https:\/\/rcdrone.top\/cdn\/shop\/files\/Hailo-10H-AI-HAT2-40-TOPS-for-Raspberry-Pi-5_15be50e4-e66d-4e90-add5-3367cb95df9a.jpg?v=1782053120\"\u003e\u003cimg alt=\"Hailo software toolchain overview including Model Zoo, Dataflow Compiler SDK, HailoRT, TAPPAS and firmware\" loading=\"lazy\" src=\"https:\/\/rcdrone.top\/cdn\/shop\/files\/Hailo-10H-AI-HAT2-40-TOPS-for-Raspberry-Pi-5_5cb18d13-d366-4853-8b6d-b0432dc25cd0.jpg?v=1782053126\"\u003e\u003cp\u003eStacki ya programu inajumuisha zana za watengenezaji kwa ajili ya kubadilisha modeli, kupeleka, na utekelezaji wa wakati halisi kwenye kiendeshi cha Hailo.\u003c\/p\u003e\n\u003cimg alt=\"Industry application collage for edge AI, including voice assistant, translation, robotics, monitoring, and smart manufacturing\" loading=\"lazy\" src=\"https:\/\/rcdrone.top\/cdn\/shop\/files\/Hailo-10H-AI-HAT2-40-TOPS-for-Raspberry-Pi-5_0da5f7bf-56f9-47bd-bc33-50b56e0c4052.jpg?v=1782053133\"\u003e\u003cimg alt=\"Local LLM and local VLM demo screenshots illustrating on-device text generation and vision-language interaction\" loading=\"lazy\" src=\"https:\/\/rcdrone.top\/cdn\/shop\/files\/Hailo-10H-AI-HAT2-40-TOPS-for-Raspberry-Pi-5_d8fb04a4-ef7f-4875-be1b-a403c4cbdd21.jpg?v=1782053138\"\u003e\u003cp\u003eMifano ya maonyesho ni pamoja na uzalishaji wa maandishi kwenye kifaa na michakato ya kuona-lugha kwa ajili ya kuunda prototaipu ya AI ya ukingo nje ya mtandao.\u003c\/p\u003e\n\u003cimg alt=\"Computer vision demo results for object detection, image segmentation, and posture estimation with console output and overlays\" loading=\"lazy\" src=\"https:\/\/rcdrone.top\/cdn\/shop\/files\/Hailo-10H-AI-HAT2-40-TOPS-for-Raspberry-Pi-5_2e7a0138-c099-4018-93f3-81fd4cf13e17.jpg?v=1782053145\"\u003e\u003cp\u003eKazi za kawaida za kuona kama vile kugundua, kugawanya, na kukadiria mkao zinaweza kuharakishwa kwa utendaji wa wakati halisi kwenye Raspberry Pi 5.\u003c\/p\u003e\n\u003cimg alt=\"Dimension drawing of the Hailo-10H AI HAT+2 board and radiator\/heatsink, with measurements in mm.\" loading=\"lazy\" src=\"https:\/\/rcdrone.top\/cdn\/shop\/files\/Hailo-10H-AI-HAT2-40-TOPS-for-Raspberry-Pi-5_b97ca3d6-62c2-4d06-9d78-2926f685392e.jpg?v=1782053151\"\u003e\u003cp\u003eVipimo vya bodi ya AI HAT+2 na radiator kwa milimita husaidia kuthibitisha nafasi na usakinishaji katika usanidi wako wa Raspberry Pi 5.\u003c\/p\u003e\n\u003cimg alt=\"Shipping list for Raspberry Pi 5 AI HAT+2 kit with board, official heatsink, 16mm stacking header, and screws\" loading=\"lazy\" src=\"https:\/\/rcdrone.top\/cdn\/shop\/files\/Hailo-10H-AI-HAT2-40-TOPS-for-Raspberry-Pi-5_125e8023-f8bd-4872-96cd-167737cf1e28.jpg?v=1782053157\"\u003e\u003cp\u003eKifaa cha Raspberry Pi 5 AI HAT+2 kinajumuisha bodi ya AI HAT+2, heatsink rasmi, kichwa cha kuweka cha 16mm, na kifurushi cha skrubu kwa ajili ya usakinishaji.\u003c\/p\u003e\n\u003cimg alt=\"Hailo AI HAT+2 kit board for Raspberry Pi 5 with 40-pin header, heatsink, ribbon cable and screws\" loading=\"lazy\" src=\"https:\/\/rcdrone.top\/cdn\/shop\/files\/Hailo-10H-AI-HAT2-40-TOPS-for-Raspberry-Pi-5_e2164401-7ff0-452f-9707-2d3b7a0ca204.jpg?v=1782053164\"\u003e\u003cp\u003eKifaa cha Hailo AI HAT+2 kwa Raspberry Pi 5 kinajumuisha bodi ya kuongeza, heatsink, kebo ya ribbon, na vifaa vya usakinishaji kwa usakinishaji safi.\u003c\/p\u003e\n\u003c\/div\u003e","brand":"Yahboom","offers":[{"title":"Default Title","offer_id":53126903791840,"sku":"6000301891-1","price":414.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0643\/3210\/3904\/files\/Raspberry_Pi_5_AI_HAT-_2_Hailo-10H_40_TOPS_1.jpg?v=1782036339"}],"url":"https:\/\/rcdrone.top\/sw\/collections\/ai-accelerators.oembed","provider":"RCDrone","version":"1.0","type":"link"}