PUBLICATIONS / IJET 2025

TinyML 手势识别与相机控制研究。TinyML gesture recognition and camera control.

将惯性采样、轻量模型、端侧推理与相机串口控制连接起来。下方列出论文引用及对应的项目介绍。Research connecting inertial acquisition, lightweight modeling, on-device inference and serial camera control. The publication and its associated project are linked below.

2025IJET

JOURNAL PUBLICATION

Camera Control System Based on TinyML Gesture Recognition

基于 ESP32/MPU6050 的惯性采集、TensorFlow/Keras 训练及 TensorFlow Lite 端侧识别，通过串口指令控制 MaixCam。Xiang Chenghao，IJET 17(3)，183–188（2025）。ESP32/MPU6050 acquisition, TensorFlow/Keras training and TensorFlow Lite inference, connected to MaixCam through serial commands. Xiang Chenghao, IJET 17(3), 183–188 (2025).

International Journal of Engineering and Technology (IJET), 2025
DOI: 10.7763/IJET.2025.V17.1324

查看系统实现与实验介绍View the implementation and experiments →

通过 DOI 查看论文View paper via DOI ↗

COMPETITION CONTEXT

与项目对应的竞赛记录Competition records, linked to projects

2024

TI 杯第十二届浙江省大学生电子设计竞赛 · 本科组二等奖12th Zhejiang Provincial Electronic Design Competition · TI Cup undergraduate second prize

ZJA460《自动行驶小车》· 浙江工商大学团队作品ZJA460 Autonomous Vehicle · Zhejiang Gongshang University team entry

证书编号：ZJJS2024240184Certificate no.: ZJJS2024240184

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2024

浙江赛区本科电磁组三等奖Zhejiang regional competition · undergraduate electromagnetic third prize

STC32

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2023

全国总决赛创意设计二等奖 · 南部赛区创意设计一等奖Creative Design: National Final Second Prize · Southern Regional First Prize

第十八届全国大学生智能汽车竞赛 · 室外创意设计团队作品18th National University Students Intelligent Vehicle Competition · outdoor Creative Design team entry

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