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Real-time object detection using OpenCV, MobileNet-SSD, and Python

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MobileNetSSD 即時物件偵測程式

透過開源輕量深度學習模型 MobileNetSSD 及 OpenCV 套件開發即時物件辨識小程式,可從相機或指定影片檔中偵測並標註常見物件,如人、車、機車、巴士等

Features

  • 可以選擇辨識即時攝影機或影片檔案輸入的內容
  • 使用預訓練 MobileNet SSD 深度學習模型
  • 自動標註物件邊界框與信心分數
  • 可自定義閾值、調整偵測信心度參數

Info

  • 模型:MobileNetSSD(Caffe 預訓練)
  • 目前程式可偵測物件類別如 self.CLASSES 陣列中所示

Demo

demo

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Real-time object detection using OpenCV, MobileNet-SSD, and Python

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