💵 Philippine Money Security Features Detection

This Python script utilizes the Ultralytics YOLO model in conjunction with OpenCV and CvZone to detect various security features on Philippine peso bills.

🧰 Features

• Detects multiple security elements such as:

  • Concealed Value
  • Security Thread
  • See-through Mark
  • Serial Number
  • Value
  • Watermark

• Visualizes detections with bounding boxes and labels.

🛠 Requirements

• Python 3.7 or higher
• OpenCV
• CvZone
• Ultralytics YOLO

Install the required packages using pip:

pip install opencv-python cvzone ultralytics

📂 Usage

1. Place your target image in the image/ directory.
2. Ensure your YOLO model weights (money.pt) are located in the weights/ directory.
3. Run the script:

pythin main.py