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Mediapipe Projects

python github opencv numpy TF Pcharm

A set of project using OpenCV and Media Pipe library.

System Requirements

  • Ubuntu 20.04
  • Python 3.8.5
  • No GPU requirements

Installation

  • Ubuntu 20.04

    $ pip3 install -r requirements_linux.txt

  • Windows 10

    /> pip3 install -r requirements_win.txt

Utilities

  • Hand Tracking
  • Face Detection
  • Face Mesh
  • Pose Estimation
  • Objectron (3D Object Detection)

Hand Landmark:

HT

Face Detection:

face

Face Mesh:

faceMesh

Pose Estimation:

Pose

Objectron:

Pose

Projects

  • P1: Hand Gesture based system volume control

    Objective:

    Real time volume control using hand gesture. The volume of the system shall be controlled only when middle, ring and pinky fingers are closed.

    python3 vol_control.py

    Compatibility:

    • Windows 10
    • Ubuntu 20.04

    hc1

  • P2: Finger Counter

    Objective:

    Real time finger counting.

    python3 finger_counter.py

    Compatibility:

    • Windows 10
    • Ubuntu 20.04

    fc1

  • P3: Finger Mouse control

    Objective:

    To control mouse pointer using finger tracking.

    1. Use Index finger only to move the cursor
    2. Use Index and Middle fingers to do left-click
    3. Use Index, Middle and Ring to do right-click
    4. Perform step-ii twice fast for double click
    python3 mouse_control.py

    Compatibility:

    • Windows 10
    • Ubuntu 20.04

  • P4: Finger Virtual Painter

    Objective:

    To Paint on the screen using finger gestures.

    1. Use 👆 to Draw
    2. Use 🤚 to Erase
    3. Make a 🤟 to clear the screen
    python3 finger_painter.py

    Compatibility:

    • Windows 10
    • Ubuntu 20.04

Known issues:

  1. Segmentation Fault due to keypress in OpenCV when using with Ubuntu 20.04. OpenCV Github Issue #20311

Reference