use machine learning to recognize gesture on raspberrypi

Last update: Dec 10, 2021

Overview

Raspberrypi_Gesture-Recognition

use machine learning to recognize gesture on raspberrypi

說明

利用 tensorflow lite 訓練手部辨識模型
分辨 "剪刀"、"石頭"、"布" 之手勢
再將訓練模型匯入 Raspberry pi
透過相機模組進行即時手勢判斷

測試結果

布 => 紅燈 (上面那顆)
剪刀 => 黃燈 (下面那顆)
石頭 => 綠燈 (中間那顆)

demo 影片 => https://www.youtube.com/watch?v=6-rEq0tAKrw

結果分析

在光源不足的地方辨識度會下降
背景複雜辨識度下降
石頭辨識度不高(需要特定角度)

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use machine learning to recognize gesture on raspberrypi

Related tags

Overview

Raspberrypi_Gesture-Recognition

說明

測試結果

結果分析

Owner

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Code for Overinterpretation paper Overinterpretation reveals image classification model pathologies

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