This repository contains the code used on the TinyML tutorials:
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Image/Camera - "Image Classification": [Web version] - [pdf]
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Motion/Accelerometer - "Motion Classification and Anomaly Detection": [Web version] - [pdf]
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Sound/Microphone - "Keyword Spotting (KWS)": [Web version] - [pdf]
Seeed Studio XIAO ESP32S3 Sense integrates a camera sensor, digital microphone, and SD card support. Combining embedded ML computing power and photography capability, this development board is a great tool to get started with TinyML (intelligent voice and vision AI).
- Webpage: https://www.seeedstudio.com/XIAO-ESP32S3-Sense-p-5639.html
- WiKi: https://wiki.seeedstudio.com/xiao_esp32s3_getting_started/
- Powerful MCU Board: Incorporate the ESP32S3 32-bit, dual-core, Xtensa processor chip operating up to 240 MHz, mounted multiple development ports, Arduino / MicroPython supported
- Advanced Functionality (for Sense): Detachable OV2640 camera sensor for 1600*1200 resolution, compatible with OV5640 camera sensor, integrating additional digital microphone
- Elaborate Power Design: Lithium battery charge management capability offer 4 power consumption model, which allows for deep sleep mode with power consumption as low as 14μA
- Great Memory for more Possibilities: Offer 8MB PSRAM and 8MB FLASH, supporting SD card slot for external 32GB FAT memory
- Outstanding RF performance: Support 2.4GHz Wi-Fi and BLE dual wireless communication, support 100m+ remote communication when connected with U.FL antenna
- Thumb-sized Compact Design: 21 x 17.5mm, adopting the classic form factor of XIAO, suitable for space-limited projects like wearable devices
Seeed Studio Round Display for XIAO is an expansion board compatible with all the XIAO family development boards. It features a fully covered touch screen on one side, designed as a 39mm disc. It contains an onboard RTC holder, charge chip, and TF card slot within its compact size, perfect for interactive displays in smart homes, wearables, and more.
- 1.28-inch round touch screen,
- 240×240 resolution,
- 65k colors,
- RTC,
- charge IC,
- TF card slot,
- JST 1.25 connector,
- All XIAO Compatible,
The code camera_round_display_save_jpeg can be used for Data collection.