ArduCam B0302 Pico4ML TinyML Dev Kit

Mawu Oyamba

Pico4ML ndi bolodi yowongolera yaying'ono yozikidwa pa RP2040 yophunzirira makina pazida. Imanyamulanso kamera, maikolofoni, IMU, ndi zowonetsera kukuthandizani kuti muyambe ndi TensorFlow Lite Micro, yomwe yayikidwa kuRP2040. Taphatikiza 3 omwe adaphunzitsidwa kale TensorFlow Lite Micro examples, kuphatikiza Kuzindikira Anthu, Magic Wand, ndi Wake-Word Detection. Mukhozanso kumanga, kuphunzitsa ndi kutumiza zitsanzo zanu pa izo.

Zofotokozera

Woyang'anira Microcontroller	Rasipiberi Pi RP2040
IMU	Mtengo wa ICM-20948
Kamera Module	HiMax HMOlBO, Mpaka QVGA (320 X 240@6Qfp s)
Chophimba	0.96 inchi LCD SPI Disflay (160 x 80, ST7735
Opaleshoni Voltage	3.3V
Lowetsani Voltage	VBUS:SV+/-10%.VSYS Max:5.SV
Dimension	Magwire

Yambani Mwamsanga

Takupatsirani ma binary omwe adamangidwa kale omwe mutha kungowakoka ndikuponya pa Pico4ML yanu kuti muwonetsetse kuti zonse zikuyenda musanayambe kulemba khodi yanu.

Zitsanzo zophunzitsidwa kale

• Kuzindikira mawu akudzuka Chiwonetsero chomwe Pico4ML imapereka chidziwitso nthawi zonse ngati wina akunena kuti inde kapena ayi, pogwiritsa ntchito maikolofoni yomwe ili pa bolodi ndi mtundu wodziwikiratu mawu ophunzitsidwa kale.
• Magic Wand (Kuzindikira kwa manja) Chiwonetsero chomwe Pico4ML imapanga mitundu ingapo ya masitso mu chimodzi mwa ma jesture atatu awa: "Phiko", "Ring" ndi "Slope", pogwiritsa ntchito IMU yake ndi mtundu wodziwiratu wophunzitsidwa kale.
• Kuzindikira Anthu Chiwonetsero pomwe pico4ml imaneneratu kuthekera kwa kukhalapo kwa munthu wokhala ndi module ya kamera ya Hi max HM0lB0.

Kugwiritsa Ntchito Choyamba

Pitani ku https://github.com/ArduCAM/pico-tflmicro/tree/main/bin tsamba, ndiye mudzapeza .uf2 files kwa mitundu 3 yophunzitsidwa kale.

Kuzindikira mawu ake

1. Dinani pa uf2 yofananira. file
2. Dinani pa "Download" batani. Izi file idzatsitsidwa ku kompyuta yanu.
3. Pitani kukagwira Rasipiberi Pi kapena laputopu yanu, kenako dinani ndikugwira batani la BOOTSEL pa Pico4ML yanu ndikulumikiza mbali ina ya chingwe cha USB pa bolodi.
4. Tulutsani batani bolodi ikalumikizidwa. Voliyumu ya disk yotchedwa RPI-RP2 iyenera kutuluka pakompyuta yanu.
5. Dinani kawiri kuti mutsegule, ndiyeno kukoka ndikugwetsa UF2 file mu izo. Voliyumu idzatsika yokha ndipo chinsalu chiyenera kuyatsa.
6. Gwirani Pico4ML yanu pafupi ndi kunena "inde" kapena "ayi". Chophimbacho chidzawonetsa mawu ofanana.

Magic Wand (Kuzindikira kwa manja)

1. Bwerezani masitepe 5 oyambilira omwe atchulidwa mu "Wake-word Detection Using" kuti muyatse zenera ndi .uf2 file zamatsenga wand.
2. Yendetsani Pico4ML yanu mwachangu mu mawonekedwe a W (mapiko), 0 (mphete), kapena L (otsetsereka). Chophimbacho chidzawonetsa chizindikiro chofananira.

Kuzindikira Anthu

1. Bwerezani masitepe 5 oyambilira omwe atchulidwa mu "Wake-word Detection Using" kuti muyatse zenera ndi .uf2 file kwa kuzindikira kwa munthu.
2. Gwirani Pico4ML yanu kuti mujambule zithunzi. Chophimba chidzasonyeza chithunzicho ndi kuthekera kwa kukhalapo kwa munthu.

Chotsatira Ndi Chiyani

Pangani zitsanzo nokha  Ngati mukupanga mitundu yanu pa Pico4ML ndi Raspberry Pi 4B kapena Raspberry Pi 400, mutha kulozera ku: https://gith uh.com/Ard uCAM/pico-tflm icro

Gwero file za 3D-printable mpanda Ngati muli ndi chosindikizira cha 3D, mutha kusindikiza mpanda wanu wa Pico4ML ndi gwero. file mu ulalo womwe uli pansipa. https://www.arducam.com/downloads/arducam_pico4ml_case_file.stp

Lumikizanani nafe

• Imelo: thandizo@arducam.com
• Webtsamba: www.arducam.com
• Skype: alireza
• Doc: arducam.com/docs/pico/

Zolemba / Zothandizira

ArduCam B0302 Pico4ML TinyML Dev Kit [pdf] Buku la Malangizo B0302 Pico4ML TinyML Dev Kit, B0302, Pico4ML TinyML Dev Kit

Maumboni

• Buku Logwiritsa Ntchito