To make Raspberry Pi Pico more robust for TFLite Micro, the Arducam team took the Raspberry Silicon (also known as the RP2040 chip) and created Pico4ML, a microcontroller dev board made exclusively for running and training machine learning examples.
Arducam Pico4ML Specifications:
  • Microcontroller: Raspberry Pi RP2040
  • IMU: ICM-20948 (low power)
  • Mono channel microphone w/ direct PCM output
  • Camera Module: HiMax HM01B0, Up to QVGA (320 x 240 @60fps)
  • Screen: 0.96 inch LCD SPI Display (160 x 80, ST7735)
  • Operating Voltage: 3.3V
  • Input Voltage:            VBUS: 5V +/- 10%.    VSYS Max :5.5V
  • Length: 51 mm
  • Width: 21 mm
IMU Specifications:
  • 3-axis gyroscope, 3-axis accelerometer, 3-axis compass, and a Digital Motion Processor™ (DMPTM) in a 3 mm x 3 mm x 1 mm (24-pin QFN) package
  • DMP offloads computation of motion processing algorithms from the host processor, improving system power performance
  • EIS FSYNC support
  • Lowest Power 9-Axis Device at 2.5 mW
  • 3-Axis Gyroscope with Programmable FSR of ±250 dps, ±500 dps, ±1000 dps, and ±2000 dps
  • 3-Axis Accelerometer with Programmable FSR of ±2g, ±4g, ±8g, and ±16g
  • 3-Axis Compass with a wide range to ±4900 μT
  • Onboard Digital Motion Processor (DMP)
  • Android support
  • Auxiliary I2C interface for external sensors
  • On-Chip 16-bit ADCs and Programmable Filters
  • 7 MHz SPI or 400 kHz Fast Mode I²C
  • Digital-output temperature sensor
  • VDD operating range of 1.71V to 3.6V
  • MEMS structure hermetically sealed and bonded at wafer level
  • RoHS and Green compliant
Microphone
  • Direct PCM output
  • 20 bit, 16 kHz Sample Rate
  • Mono Channel
  • 64dB signal-to-noise ratio

Three Pre-trained TF Lite Models from The Official TinyML Book

Demo 1: Wake-Word Detection

Demo 2: Magic Wand (Gesture Detection)

Demo 3: Person Detection

Arducam Pico4ML Pinout
RP2040 Specifications:
  • Dual-core Arm Cortex-M0+ processor, flexible clock running up to 133 MHz.
  • 264KB on-chip SRAM.
  • 2MB on-board QSPI Flash.
  • 26 multifunction GPIO pins, including 3 analogue inputs.
  • 2 × UART, 2 × SPI controllers, 2 × I2C controllers, 16 × PWM channels.
  • 1 × USB 1.1 controller and PHY, with host and device support.
  • 8 × Programmable I/O (PIO) state machines for custom peripheral support.
  • Supported input power 1.8–5.5V DC.
  • Operating temperature -20°C to +85°C.
  • Castellated module allows soldering direct to carrier boards.
  • Drag-and-drop programming using mass storage over USB.
  • Low-power sleep and dormant modes.
  • Accurate on-chip clock.
  • Temperature sensor.
  • Accelerated integer and floating-point libraries on-chip.
Documentations:
Package Includes:
  • 1 x Arducam Pico4ML Dev Board
  • 1 x Micro USB Cable

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Arducam B0302 Pico4ML TinyML Dev Kit: RP2040 Board w/ QVGA Camera, LCD Screen, Onboard Audio, Reset Button & More

  • Brand: ArduCAM
  • Product Code:ArdC-B0302-Pico4ML
  • Reward Points:48
  • Availability:In Stock
  • रo 4,564.00
  • रo 2,054.00

  • Price in reward points:4755

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Tags: Arducam, Pico4ML, TinyML, Dev Kit, RP2040, Camera, LCD Screen

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