타이니 머신러닝 사람 검출 키트 -라즈베리 피코, OV2640, TinyML
(Tiny Machine Learning Person Detection Bundle for Raspberry Pi Pico)
개요
- 본 제품은 타이니 머신러닝 사람 검출 키트 -라즈베리 피코, OV2640입니다.
- 라즈베리 파이 피코 보드와 아두캠 미니 2MP Plus OV2640 SPI 카메라 모듈이 포함되어 있는 제품입니다.
- Tiny machine learning (tinyML)은 머신러닝 인공지능과 임베디드 IoT 장치의 교차점으로 떠오르고 있는 영역입니다.
- 본 키트를 이용하여 tinyML을 경험하여 보십시오.
특징
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Raspberry Pi Pico Features:
- RP2040 microcontroller chip designed by Raspberry Pi in the United Kingdom
- Dual-core Arm Cortex M0+ processor, flexible clock running up to 133 MHz
- 264KB of SRAM, and 2MB of on-board Flash memory
- Castellated module allows soldering direct to carrier boards
- USB 1.1 with device and host support
- Drag-and-drop programming using mass storage over USB
- 26 × multi-function GPIO pins
- 2 × SPI, 2 × I2C, 2 × UART, 3 × 12-bit ADC, 16 × controllable PWM channels
Arducam Mini 2MP Plus Features: (제조사 사정으로 카메라 모듈이 변경되었습니다)
- 2MP image sensor OV2640
- M12 mount or CS mount lens holder with changeable lens options
- Onboard 8MByte frame buffer
- I2C interface for the sensor configuration
- SPI interface for camera commands and data stream
- All IO ports are 5V/3.3V tolerant
- Support JPEG compression mode, single and multiple shoot mode, one time capture multiple read operation, burst read operation, low power mode and etc.
- Compatible with microcontrollers like Arduino and Raspberry Pi Pico
- Compact form factor
Package Including
- 1 × Arducam Mini 2MP Plus
- 1 × Raspberry Pi Pico RPi with Pre-soldered Header
- 1 × USB to TTL Converter
- Jumper Wires
- 1 × Micro USB cable
문서
- Blog - TinyML: Machine Learning on Raspberry Pi Pico with Tensorflow Lite Micro and Arducam (Featuring Person Detection)
- Github - ArduCAM/RPI-Pico-Cam
- The TensorFlow website has information on training, tutorials, and other resources.
- The TinyML Book is a guide to using TensorFlow Lite Micro across a variety of different systems.
- TensorFlowLite Micro: Embedded Machine Learning on TinyML Systems has more details on the design and implementation of the framework.