MediaPipeのPythonパッケージのサンプルです。2020/12/11時点でPython実装のある4機能(Hands、Pose、Face Mesh、Holistic)について用意しています。

Overview

mediapipe-python-sample

MediaPipeのPythonパッケージのサンプルです。
2020/12/11時点でPython実装のある以下4機能について用意しています。

Requirement

  • mediapipe 0.8.1 or later
  • OpenCV 3.4.2 or later

mediapipeはpipでインストールできます。

pip install mediapipe

Demo

デモの実行方法は以下です。

python sample_face.py
python sample_hand.py
python sample_pose.py
python sample_holistic.py

デモ実行時には、以下のオプションが指定可能です。

  • --device
    カメラデバイス番号の指定
    デフォルト:0
  • --width
    カメラキャプチャ時の横幅
    デフォルト:960
  • --height
    カメラキャプチャ時の縦幅
    デフォルト:540
  • --min_detection_confidence
    検出信頼値の閾値
    デフォルト:0.5(sample_hand.pyのみ0.7)
  • --min_tracking_confidence
    トラッキング信頼値の閾値
    デフォルト:0.5
  • --use_brect
    外接矩形を描画するか否か
    デフォルト:指定なし

ToDo

  • Holisticのサンプル追加 (mediapipe 0.8.1)

Reference

Author

高橋かずひと(https://twitter.com/KzhtTkhs)

License

mediapipe-python-sample is under Apache-2.0 License.

また、女性の画像はフリー素材ぱくたそ様の写真を利用しています。

Owner
KazuhitoTakahashi
KazuhitoTakahashi
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