Features Real-Time Detection: Detects faces and eyes live from your webcam feed. Visualization: Draws rectangles around detected faces and eyes for clear visualization. Configurable Detection: Allows tuning of the detection sensitivity through the detectMultiScale parameters.

Prerequisites Before running the script, ensure the following are installed: Python 3.x OpenCV library (cv2) NumPy library (numpy)

How It Works Face Detection: Converts the frame to grayscale for better accuracy. Detects faces using haarcascade_frontalface_default.xml. Draws rectangles around detected faces. Eye Detection: Extracts the face region and detects eyes using haarcascade_eye.xml. Draws rectangles around detected eyes within the face region.