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Python 90.55% C++ 0.47% Shell 0.01% C 3.26% HTML 0.26% CSS 0.32% TeX 0.43% JavaScript 4.60% Fortran 0.03% Makefile 0.01% Common Lisp 0.05%

smartcushion's Introduction

SmartCushion

藉由壓力感測器取得使用者坐姿壓力數據，利用該數據透過 Machine Learning 判別屬於哪一類坐姿並做出提醒。採用的Maching Learning 分類演算法為 Random Forest，總計 6 種坐姿使用約 1200 組數據訓練。

Features

坐姿分析(包含正確坐姿，共6種)
錯誤坐姿提醒(坐墊震動 & 喇叭人聲提示)
久坐提醒(坐墊震動 & 喇叭人聲提示)
控制其他物聯網裝置(僅模擬LED開關示意)
接受其他物聯網裝置訊息(已按壓開關模擬洗衣機工作完成訊息)
以Web方式呈現所有資訊供使用者查看
伸展互動遊戲(Web顯示伸展姿勢並根據壓力數據判斷使用者是否確實動作)

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