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ArduCam B0302 Pico4ML TinyML Dev Kit

Sehlahisoa sa Taelo ea ArduCam B0302 Pico4ML TinyML Dev Kit

Selelekela

Pico4ML ke boto ea microcontroller e thehiloeng ho RP2040 bakeng sa ho ithuta ka mochine. E boetse e na le kh'amera, maekrofono, IMU, le pontšo ho u thusa ho qala ka TensorFlow Lite Micro, e kentsoeng hoRP2040. Re kenyelelitse ba 3 ba mehleng ea khale ba TensorFlow Lite Microamples, ho kenyeletsoa Person Detection, Magic Wand, le Wake-Word Detection. U ka boela ua haha, ua koetlisa le ho tsamaisa mehlala ea hau ho eona.

Lintlha

ArduCam B0302 Pico4ML TinyML Dev Kit Taelo Fig1

Microcontroller Raspberry Pi RP2040
 

IMU

ICM-20948
Mojule oa khamera HiMax HMOlBO, Ho fihla ho QVGA (320 X 240@6Qfp s)
Skrine 0.96 inch LCD SPI Disflay (160 x 80, ST7735
Tshebetso Voltage 3.3V
Keletso Voltage VBUS:SV+/-10%.VSYS Max:5.SV
Boemo Lenapole

Qala ka Potlako

Re fane ka li-binaries tse hahiloeng esale pele tseo u ka li hulang le ho li theola ho Pico4ML ea hau ho netefatsa hore tsohle li ea sebetsa le pele o qala ho ngola khoutu ea hau.

Mehlala e koetlisitsoeng esale pele

  • Ho lemoha mantsoe a tsosoang Moetso oa moo Pico4ML e fanang ka temoso ea kamehla ea hore na motho o re e kapa che, e sebelisa maekerofounu e teng le moetso oa ho lemoha puo o koetlisitsoeng esale pele.
  • Magic Wand (Tlhahiso ea boitšisinyo) Sebapali moo Pico4ML e hlahisang mefuta e mengata ea mantsoe a boloi ho e 'ngoe ea boitšisinyo bo latelang bo meraro: "Lepheo", "Ring" le "Slope", e sebelisa IMU ea eona le mofuta oa eona oa ho lemoha boitšisinyo o koetlisitsoeng esale pele.
  • Ho Fumana Motho Moemo moo pico4ml e bolelang esale pele menyetla ea boteng ba motho ea nang le module ea khamera ea Hi max HM0lB0.

Tšebeliso ea pele

E-ea ho https://github.com/ArduCAM/pico-tflmicro/tree/main/bin leqepheng, joale u tla fumana .uf2 files bakeng sa mehlala e 3 e koetlisitsoeng pele.

Ho lemoha mantsoe a tsohileng
  1. Tobetsa ho uf2 e lumellanang. file
  2. Tobetsa konopo ea "Download". Sena file e tla jarollwa khomphuteng ya hao.
  3. E-ea u tšoare Raspberry Pi kapa laptop ea hau, ebe u tobetsa 'me u tšoare konopo ea BOOTSEL ho Pico4ML ea hau ha u ntse u hokela pheletsong e' ngoe ea thapo e nyane ea USB ka boto.
  4. Hlakola konopo ka mor'a hore boto e kenngoe. Bolumo ea disk e bitsoang RPI-RP2 e tlameha ho hlaha komporong ea hau.
  5. Tobetsa habeli ho e bula, ebe o hula le ho lihela UF2 file ho eona. Molumo o tla theoha ka bohona 'me skrine e lokela ho khantša.
  6. Tšoara Pico4ML ea hau haufi 'me u re "e" kapa "che". Skrine e tla hlahisa lentsoe le lumellanang.

Magic Wand (Tlhahiso ea boitšisinyo)

  1. Pheta mehato e 5 ea pele e boletsoeng ho "Wake-word Detection Using" ho khantša skrine ka .uf2 file bakeng sa wand ea boselamose.
  2. Tsokotsa Pico4ML ea hau kapele ka sebopeho sa W (lepheo), 0 (ring) kapa L (moepa). Skrine e tla hlahisa letšoao le lumellanang.
Ho Fumana Motho
  1. Pheta mehato e 5 ea pele e boletsoeng ho "Wake-word Detection Using" ho khantša skrine ka .uf2 file bakeng sa ho lemoha ha motho.
  2. Tšoara Pico4ML ea hau ho nka linepe. Skrine e tla bontša setšoantšo le menyetla ea ho ba teng ha motho.

Ke Eng e Latelang

Iketsetse mehlala ka bouena  Haeba u iketsetsa mefuta ea hau ho Pico4ML ka Raspberry Pi 4B kapa Raspberry Pi 400, u ka bua ka: https://gith uh.com/Ard uCAM/pico-tflm icro

Mohloli file bakeng sa sebaka sa 3D se hatisitsoeng Haeba u na le printa ea 3D, u ka hatisa sebaka sa hau sa Pico4ML ka mohloli. file sehokelong se ka tlase. https://www.arducam.com/downloads/arducam_pico4ml_case_file.stp

Iteanye le rona

Litokomane / Lisebelisoa

ArduCam B0302 Pico4ML TinyML Dev Kit [pdf] Buka ea Taelo
B0302 Pico4ML TinyML Dev Kit, B0302, Pico4ML TinyML Dev Kit

Litšupiso

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