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ArduCam B0302 Pico4ML TinyML Dev Kit

Ngwaahịa Ntuziaka ngwa ArduCam B0302 Pico4ML TinyML Dev

Okwu mmalite

Pico4ML bụ bọọdụ microcontroller dabere na RP2040 maka mmụta igwe na ngwaọrụ. Ọ na-akwakọkwa igwefoto, igwe okwu, IMU, na ngosi iji nyere gị aka ibido TensorFlow Lite Micro, nke ebugoro naRP2040. Anyị etinyela TensorFlow Lite Micro 3 a zụrụ azụamples, gụnyere nchọpụta mmadụ, Magic Wand, na nchọpụta Wake-Word. Ị nwekwara ike wuo, zụọ ma tinye ụdị gị na ya.

Nkọwapụta

ArduCam B0302 Pico4ML TinyML Dev Kit Ntuziaka Fig1

Microcontroller Raspberry Pi RP2040
 

IMU

ICM-20948
Modul igwefoto HiMax HMOlBO, ruo QVGA (320 X 240@6Qfp s)
Ihuenyo 0.96 inch LCD mgbapụ SPI (160 x 80, ST7735
Nrụ ọrụ Voltage 3.3V
Ntinye Voltage VBUS:SV+/-10%.VSYS Max:5.SV
Akụkụ 5lx2mm

Mmalite ngwa ngwa

Anyị enyela ụfọdụ ọnụọgụ abụọ arụgoro mbụ nke ị nwere ike ịdọrọ na dobe na Pico4ML gị ka ijide n'aka na ihe niile na-arụ ọrụ ọbụna tupu ịmalite ide koodu gị.

Ụdị a zụrụ azụ

  • Nchọpụta okwu edemede Ihe ngosi ebe Pico4ML na-enye nchọpụta okwu na-ebili mgbe niile ma mmadụ ọ na-ekwu ee ma ọ bụ mba, na-eji igwe okwu ya na ụdị nchọpụta okwu a zụrụ nke ọma.
  • Magic Wand (Nchọpụta mmegharị ahụ) Ihe ngosi ebe Pico4ML na-atụba ọtụtụ ụdị ọgwụgwọ n'otu n'ime mmegharị ahụ atọ ndị a: "Wing", "Mgbanaka" na "Mkpọda", na-eji IMU ya na ụdị nchọpụta mmegharị ahụ a zụrụ nke ọma.
  • Nchọpụta onye Ihe ngosi ebe pico4ml na-ebu amụma ihe gbasara puru omume nke ọnụnọ nke onye nwere modul igwefoto Hi max HM0lB0.

Iji mbụ

Gaa na https://github.com/ArduCAM/pico-tflmicro/tree/main/bin ibe, mgbe ahụ ị ga-ahụ .uf2 files maka ụdị 3 a zụrụ azụ.

Nchọpụta okwu edemede
  1. Pịa na uf2 kwekọrọ. file
  2. Pịa na bọtịnụ "Download". Nke a file a ga-ebudata na kọmputa gị.
  3. Gaa jide Raspberry Pi ma ọ bụ laptọọpụ gị, wee pịa ma jide bọtịnụ BOOTSEL na Pico4ML gị ka ị na-agbanye akụkụ nke ọzọ nke eriri USB n'ime bọọdụ.
  4. Hapụ bọtịnụ ahụ ka etinyechara bọọdụ ahụ. Igwe diski akpọrọ RPI-RP2 kwesịrị ịpụta na desktọpụ gị.
  5. Pịa ugboro abụọ ka imepe ya, wee dọrọ na dobe UF2 file n'ime ya. Olu ga-ebupụ na-akpaghị aka na ihuenyo ga-enwu.
  6. Jide Pico4ML gị nso wee kwuo "ee" ma ọ bụ "mba". Ihuenyo ga-egosipụta okwu kwekọrọ.

Magic Wand (Nchọpụta mmegharị ahụ)

  1. Tinyegharịa usoro 5 mbụ a kpọtụrụ aha na "Nchọpụta Wake-word Iji" iji mee ka ihuenyo .uf2 pụta ìhè. file maka anwansi wand.
  2. Bugharịa Pico4ML gị ngwa ngwa n'ụdị W (nku), 0 (mgbanaka), ma ọ bụ L (mkpọda). Ihuenyo ga-egosipụta akara kwekọrọ.
Nchọpụta onye
  1. Tinyegharịa usoro 5 mbụ a kpọtụrụ aha na "Nchọpụta Wake-word Iji" iji mee ka ihuenyo .uf2 pụta ìhè. file maka nchọpụta mmadụ.
  2. Jide Pico4ML gị ka ịse foto. Ihuenyo ga-egosipụta ihe oyiyi na ihe puru omume nke ọnụnọ mmadụ.

Gịnị na-esote

Wulite ụdị n'onwe gị  Ọ bụrụ na ị na-emepụta ụdị nke gị na Pico4ML na Raspberry Pi 4B ma ọ bụ Raspberry Pi 400, ị nwere ike zoo aka: https://gith uh.com/Ard uCAM/pico-tflm icro

Isi mmalite file maka mkpuchi 3D-ebi ebi Ọ bụrụ na ị nwere ngwa nbipute 3D, ị nwere ike iji isi mmalite bipụta ogige nke gị maka Pico4ML. file na njikọ dị n'okpuru. https://www.arducam.com/downloads/arducam_pico4ml_case_file.stp

Kpọtụrụ anyị

Akwụkwọ / akụrụngwa

ArduCam B0302 Pico4ML TinyML Dev Kit [pdf] Akwụkwọ ntuziaka
B0302 Pico4ML TinyML Dev Kit, B0302, Pico4ML TinyML Dev Kit

Ntụaka

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