ArduCam B0302 Pico4ML TinyML Dev Kit Umarnin Jagoran Jagora

Abubuwan da ke ciki boye

1 ArduCam B0302 Pico4ML TinyML Dev Kit

2 Gabatarwa

3 Takaddun bayanai

4 Saurin Farawa

5 Samfuran da aka riga aka horar

6 Amfani na Farko

6.1 Gane-kalmar farkawa

6.2 Gano Mutum

7 Menene Gaba

8 Tuntube Mu

9 Takardu / Albarkatu

9.1 Magana

10 Labarai masu alaka

ArduCam B0302 Pico4ML TinyML Dev Kit

Gabatarwa

Pico4ML kwamiti ne na microcontroller wanda ya dogara da RP2040 don koyon injin kan-na'ura. Hakanan yana ɗaukar kyamara, makirufo, IMU, da nuni don taimaka muku farawa da TensorFlow Lite Micro, wanda aka tura zuwaRP2040. Mun haɗa da 3 da aka riga aka horar da TensorFlow Lite Micro examples, gami da Gano Mutum, Magic Wand, da Gano Wake-Word. Hakanan zaka iya ginawa, horarwa da tura samfuran ku akan sa.

Takaddun bayanai

Mai sarrafawa	Rasberi Pi RP2040
IMU	Saukewa: ICM-20948
Module Kamara	HiMax HMOlBO, Har zuwa QVGA (320 _X 240@6Qfp s)
Allon	0.96 inch LCD Disflay SPI (160 x 80, ST7735
Mai aiki Voltage	3.3V
Shigar da Voltage	VBUS:SV+/-10%.VSYS Max:5.SV
Girma	5lx2

Saurin Farawa

Mun samar da wasu binaries da aka riga aka gina waɗanda za ku iya kawai ja da sauke kan Pico4ML don tabbatar da cewa komai yana aiki tun kafin ku fara rubuta lambar ku.

Samfuran da aka riga aka horar

Gane kalmar farkawa Nunin nuni inda Pico4ML ke ba da gano kalmar farkawa koyaushe akan ko wani yana cewa e ko a'a, ta amfani da makirufonsa da ke kan jirgin da samfurin gano magana da aka riga aka horar.

Magic Wand (Gano Karimcin) Nunin nuni inda Pico4ML ke jefa nau'ikan tsafe-tsafe da yawa a cikin ɗaya daga cikin ishara guda uku masu zuwa: "Wing", "Ring" da "Slope", ta amfani da IMU da ƙirar gano karimcin da aka riga aka horar.
Gano Mutum Demo inda pico4ml yayi hasashen yuwuwar kasancewar mutum tare da tsarin kyamarar Hi max HM0lB0.

Amfani na Farko

Je zuwa https://github.com/ArduCAM/pico-tflmicro/tree/main/bin shafi, sannan zaku sami .uf2 files don samfuran 3 da aka riga aka horar.

Gane-kalmar farkawa

Danna kan madaidaicin uf2. file

Danna maɓallin "Download". Wannan file za a sauke zuwa kwamfutarka.
Je ka ɗauki Rasberi Pi ko kwamfutar tafi-da-gidanka, sannan danna kuma ka riƙe maɓallin BOOTSEL akan Pico4ML ɗinka yayin da kake toshe sauran ƙarshen kebul na USB a cikin allo.

Saki maɓallin bayan an shigar da allo. Ƙarar diski mai suna RPI-RP2 yakamata ya tashi akan tebur ɗinku.
Danna sau biyu don buɗe shi, sannan ja da sauke UF2 file cikin sa. Ƙarar za ta cire ta atomatik kuma allon ya kamata ya haskaka.

Riƙe Pico4ML ɗin ku kusa kuma faɗi "e" ko "a'a". Allon zai nuna madaidaicin kalmar.

Magic Wand (Gano Karimcin)

Maimaita matakai 5 na farko da aka ambata a cikin "Wake-word Detection Amfani" don haskaka allon tare da .uf2 file don sihirin sihiri.
Kaɗa Pico4ML ɗinka da sauri a cikin W (reshe), 0 (zobe), ko siffar L (slope). Allon zai nuna alamar da ta dace.

Gano Mutum

Maimaita matakai 5 na farko da aka ambata a cikin "Wake-word Detection Amfani" don haskaka allon tare da .uf2 file don gano mutum.
Riƙe Pico4ML ɗin ku don ɗaukar hotuna. Allon zai nuna hoton da yuwuwar kasancewar mutum.

Menene Gaba

Gina samfura da kanku Idan kuna haɓaka samfuran ku akan Pico4ML tare da Rasberi Pi 4B ko Rasberi Pi 400, zaku iya komawa zuwa: https://gith uh.com/Ard uCAM/pico-tflm icro

Source file don shingen 3D-bugu Idan kuna da firinta na 3D, zaku iya buga yadin ku don Pico4ML tare da tushen. file a cikin mahaɗin da ke ƙasa. https://www.arducam.com/downloads/arducam_pico4ml_case_file.stp