I-Pico4ML-BLE TinyML Dev Kit
RP2040 Ibhodi w / QVGA Camera, Bluetooth Module, LCD
Isikrini, iAudio, iqhosha lokuseta kwakhona kunye nokunye
SKU: B0330
Incwadi Yemiyalelo
Intshayelelo
I-Arducam Pico4ML-BLE yandisa imodyuli ye-BLE esekelwe kwi-Pico4ML, ehlanganiswe ne-RP2040 microcontroller, i-IMU, kunye nokubonisa. Olu hlaziyo luyenza ibe yikhithi yokufunda ngomatshini kunye nomsebenzi wonxibelelwano lweBluetooth. Sifake aba-3 abaqeqeshelwe kwangaphambili iTensorFlow Lite Micro examples, kuquka ukuFunyaniswa koMntu, iWand yomlingo, kunye nokufunyanwa kwe-Wake-Word. Unokwakha, uqeqeshe kwaye usebenzise iimodeli zakho kuyo.
Iinkcukacha
| 1 | I-Microcontroller | Raspberry Pi RP2040 |
| 2 | IMU | I-ICM-20948 |
| 3 | Imodyuli yekhamera | HiMax HMO1 B0, Ukuya kuthi ga kwiQVGA (320 x 240©60fps) |
| 4 | Imodyuli yeBluetooth | BT5.0 |
| 5 | Ikhusi | 0.96inch LCD SPI Bonisa (160 x 80, ST7735) |
| 6 | Umsebenzi weVoltage | 3.3V |
| 7 | Igalelo Voltage | I-VBUS: 5V +/-10%. Ubukhulu beVSYS: 5.5V |
| 8 | Ubungakanani | 51×21 mm |
Ukuqalisa ngokukhawuleza
Sibonelele ngee-binaries ezakhiwe ngaphambili onokuthi uzitsale kwaye uzibeke kwi-Pico4ML-BLE yakho ukuze uqiniseke ukuba yonke into iyasebenza nangaphambi kokuba uqale ukubhala ikhowudi yakho.
Iimodeli eziqeqeshwe kwangaphambili
Ubhaqo lwegama lokuvuka Idemo apho i-Pico4ML-BLE ibonelela ngokuchongwa kwegama lokuvuka ukuba umntu uthi ewe okanye hayi, usebenzisa i-microphone ekwibhodi kunye nemodeli yobhaqo yokuthetha eqeqeshwe kwangaphambili.
IWand yomlingo (Ukufunyanwa kwentshukumo)
Idemo apho i-Pico4ML-BLE iphosa iintlobo ezininzi zopelo kwenye yezi ntshukumo zintathu zilandelayo: "Iphiko", "Iringi" kunye "neSlope", isebenzisa i-IMU kunye nemodeli yokukhangela izimbo eziqeqeshwe kwangaphambili.
Ukufunyanwa komntu
Idemo apho i-Pico4ML-BLE iqikelela ubukho bomntu onemodyuli yekhamera ye-Himax HM01B0.
Ukusetyenziswa kokuqala
Yiya kwi https://github.com/ArduCAM/pico-tflmicro/tree/main/bin iphepha, emva koko uya kufumana i .uf2 files kwiimodeli ezi-3 eziqeqeshwe kwangaphambili.
Ukufunyanwa kwegama lokuvusa
- Cofa kwi uf2 ehambelanayo. file “micro_speech.uf2”
- Cofa kwiqhosha elithi "Khuphela". Oku file iya kukhutshelwa kwikhompyuter yakho.
- Yiya ubambe iRaspberry Pi yakho okanye ilaptop, emva koko ucinezele kwaye ubambe iqhosha le-BOOTSEL kwi-Pico4ML-BLE yakho ngelixa uplaga elinye icala lentambo ye-USB encinci ebhodini.
- Khupha iqhosha emva kokuba ibhodi iplagiwe. Ivolumu yediski ebizwa RPI-RP2 kufuneka ivele kwidesktop yakho.
- Cofa kabini ukuyivula, kwaye emva koko tsala kwaye ulahle i-UF2 file kuyo. Ivolumu iya kuhla ngokuzenzekelayo kwaye isikrini kufuneka sikhanyise.
- Bamba iPico4ML-BLE yakho kufutshane kwaye uthi "ewe" okanye "hayi". Isikrini siya kubonisa igama elihambelanayo.
IWand yomlingo (Ukufunyanwa kwentshukumo)
- Cofa kwi uf2 ehambelanayo. file “pico4ml_ble_magic_wand.uf2”
- Phinda inyathelo lesibini ukuya kwelesihlanu elikhankanyiweyo ku-“Wake-word Detection Use” ukukhanyisa isikrini nge-.uf2 file ngenxa yomlingo.
- Zulisa iPico4ML-BLE yakho ngokukhawuleza kwi-W (iphiko), O (ringi), okanye i-L (slope) imilo. Isikrini siya kubonisa uphawu oluhambelanayo.
Ukufunyanwa komntu
- Cofa kwi uf2 ehambelanayo. file “person_detection_int8.uf2”
- Phinda inyathelo lesibini ukuya kwelesihlanu elikhankanyiweyo ku-“Wake-word Detection Use” ukukhanyisa isikrini nge-.uf2 file ukubhaqwa komntu.
- Bamba iPico4ML-BLE yakho ukuze ubambe imifanekiso. Isikrini siya kubonisa umfanekiso kunye nokwenzeka kobukho bomntu.
Yintoni elandelayo
Yakha iWand yomlingo ngeEdge Impulse
Uncedo olwandisiweyo lweBluetooth ukuphumeza ukuqokelelwa kwedatha engenazingcingo, uqeqesho, kunye nohlaziyo lwemodeli ngokuyila a web umxhasi ngokusekelwe kwi WebBLE. Idatha eqokelelweyo iguqulwa ibe yifomathi enokufundwa yi-Edge Impulse ngokusebenzisa iskripthi sethu sokuguqulwa, kwaye emva koko ukufundiswa kokudluliselwa kwemodeli kwenziwa. Nceda ujonge kwiphepha leDoc ukuze wakhe iprojekthi yakho yesiko le-wand: https://www.arducam.com/docs/pico/arducam-pico4mltinymldevkit/how-to-build-a-magic-wand-with-edge-impulse-on-arducam-pico4ml-ble/#26-gesture-recording
Yakha imodeli ngokwakho
Ukuba uphuhlisa iimodeli zakho kwiPico4ML-BLE ngeRaspberry Pi 4B okanye iRaspberry Pi 400, ungabhekisa ku: https://github.com/ArduCAM/pico-tflmicro
Umthombo file ye-3d-oshicilelo olubiyelweyo Ukuba une 3d umshicileli, ungaprintela eyakho indawo ebiyelweyo ye Pico4ML-BLE ngomthombo. file kule linki ingezantsi: https://www.arducam.com/downloads/UC-798-Pico4ML-BLE-CASE.zip
Qhagamshelana nathi
I-imeyile: inkxaso@arducam.com
Webindawo: www.arducam.com
I-Skype: iarducam
UGqirha: arducam.com/docs/pico/
Amaxwebhu / Izibonelelo
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ArduCam B0330 Pico4ML-BLE TinyML Dev Kit [pdf] Incwadi Yomyalelo B0330, Pico4ML-BLE TinyML Dev Kit, B0330 Pico4ML-BLE TinyML Dev Kit |
