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I-ArduCam B0302 Pico4ML TinyML Dev Kit

I-ArduCam B0302 Pico4ML TinyML Dev Kit Instruction Product

Isingeniso

I-Pico4ML ibhodi le-microcontroller elisuselwe ku-RP2040 ekufundeni komshini okudivayisi. Iphinde ifake ikhamera, imakrofoni, i-IMU, nesibonisi ukukusiza ukuthi uqalise nge-TensorFlow Lite Micro, efakwe kuRP2040. Sifake 3 abaqeqeshwa ngaphambilini be-TensorFlow Lite Micro exampokubandakanya Ukutholwa Komuntu, I-Magic Wand, ne-Wake-Word Detection. Ungakha futhi, uqeqeshe futhi usebenzise amamodeli akho kuyo.

Imininingwane

I-ArduCam B0302 Pico4ML TinyML Dev Kit Instruction Fig1

I-Microcontroller Okusajingijolo Pi RP2040
 

IMU

I-ICM-20948
Imojuli yekhamera I-HiMax HMOlBO, Kuze Kufike ku-QVGA (320 X 240@6Qfp s)
Isikrini 0.96 intshi LCD SPI Disflay (160 x 80, ST7735
I-Operating Voltage 3.3V
Okokufaka Voltage I-VBUS:SV+/-10%.VSYS Ubukhulu:5.SV
Ubukhulu 5lx2lm

Ukuqala Ngokushesha

Sinikeze okumbambambili okwakhelwe ngaphambilini ongakwazi ukuvele ukuhudule bese ukudedela ku-Pico4ML yakho ukuze uqiniseke ukuthi yonke into iyasebenza nangaphambi kokuthi uqale ukubhala ikhodi yakho.

Amamodeli Aqeqeshwe Ngaphambili

  • Ukutholwa kwe-wake-word Idemo lapho i-Pico4ML ihlinzeka ngokutholwa kwegama lokuvuka njalo lapho umuntu ethi yebo noma cha, isebenzisa imakrofoni ebhodini kanye nemodeli yokutholwa kwenkulumo eqeqeshwe kusengaphambili.
  • I-Magic Wand (Ukuthola Ngokuthinta) Idemo lapho i-Pico4ML isakaza khona izinhlobo ezimbalwa zeziphonso kokukodwa kokuthathu okulandelayo: “Uphiko”, “Indandatho” kanye “Nemithambeka”, isebenzisa i-IMU kanye nemodeli yokuthola ukuthinta eqeqeshwe ngaphambilini.
  • Ukutholwa Komuntu Idemo lapho i-pico4ml ibikezela amathuba okuba khona komuntu onemojuli yekhamera ye-Hi max HM0lB0.

Ukusetshenziswa Kokuqala

Iya ku https://github.com/ArduCAM/pico-tflmicro/tree/main/bin ikhasi, khona-ke uzothola i-.uf2 files yamamodeli ama-3 aqeqeshwe ngaphambilini.

Ukutholwa kwe-Wake-word
  1. Chofoza ku-uf2 ehambisanayo. file
  2. Chofoza inkinobho ethi "Landa". Lokhu file izolandwa kukhompuyutha yakho.
  3. Hamba uyothatha i-Raspberry Pi yakho noma ikhompyutha ephathekayo, bese ucindezela bese ubamba inkinobho ethi BOOTSEL ku-Pico4ML yakho kuyilapho uxhuma enye ingxenye yentambo ye-USB encane ebhodini.
  4. Khipha inkinobho ngemva kokuthi ibhodi lixhunyiwe. Ivolumu yediski ebizwa ngokuthi i-RPI-RP2 kufanele ivele kudeskithophu yakho.
  5. Chofoza kabili ukuze uyivule, bese uhudula bese uphonsa i-UF2 file kuyo. Ivolumu izokwehliswa ngokuzenzakalelayo futhi isikrini kufanele sikhanyise.
  6. Bamba i-Pico4ML yakho eduze bese uthi “yebo” noma “cha”. Isikrini sizobonisa igama elihambisanayo.

I-Magic Wand (Ukuthola Ngokuthinta)

  1. Phinda izinyathelo zokuqala ezi-5 ezishiwo kokuthi “Ukutholwa Kwegama Elivusayo” ukuze ukhanyise isikrini nge-.uf2 file okwenduku yomlingo.
  2. Zuza i-Pico4ML yakho ngokushesha nge-W (wing), 0 (ring), noma i-L (slope) umumo. Isikrini sizobonisa uphawu oluhambisanayo.
Ukutholwa Komuntu
  1. Phinda izinyathelo zokuqala ezi-5 ezishiwo kokuthi “Ukutholwa Kwegama Elivusayo” ukuze ukhanyise isikrini nge-.uf2 file ukuze kutholwe umuntu.
  2. Bamba i-Pico4ML yakho ukuze uthwebule izithombe. Isikrini sizobonisa isithombe kanye namathuba okuba khona komuntu.

Yini Okulandelayo

Yakha amamodeli uwedwa  Uma uthuthukisa amamodeli akho ku-Pico4ML nge-Raspberry Pi 4B noma i-Raspberry Pi 400, ungabhekisela ku: https://gith uh.com/Ard uCAM/pico-tflm icro

Umthombo file endaweni ebiyelwe ephrintekayo ye-3D Uma unephrinta ye-3D, ungaphrinta eyakho indawo ebiyelwe i-Pico4ML ngomthombo file kusixhumanisi esingezansi. https://www.arducam.com/downloads/arducam_pico4ml_case_file.stp

Xhumana nathi

Amadokhumenti / Izinsiza

I-ArduCam B0302 Pico4ML TinyML Dev Kit [pdf] Incwadi Yeziqondiso
B0302 Pico4ML TinyML Dev Kit, B0302, Pico4ML TinyML Dev Kit

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