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OpenCV with MediaPipe

In the Project I used Mediapipe for face, Hand and Pose detection MediaPipe offers cross-platform, customizable ML solutions for live and streaming media.

It gives ready-to-use solutions: Cutting-edge ML solutions demonstrating full power of the framework Free and open source: Framework and solutions both under Apache 2.0, fully extensible and customizable.

Read in deatils on Medium blog

Exploring the Power of Mediapipe and OpenCV: A Hands-on Project for Hand, Pose and Face Detection

Installation

Clone the Repository and Install the library

  pip install opencv-python
  pip install mediapipe

Files Information

FaceTracking.py :- Face Tracking using Webcam
HandTracking.py : Hand Tracking using Webcam
PoseTracking.py :- Pose Tracking using Webcam

for Python API

Supported configuration options:

static_image_mode

min_detection_confidence

min_tracking_confidence

Tech Stack

OpenCV , Mediapipe

Demo

Youtube

Acknowledgements

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