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Egyptian Currency Detection ๐“‚€ ๐“ˆ ๐“€› ๐“€ ๐“ณ ๐“€ฎ

The application uses YoloV8 model to detect Egyptian currencies in real-time using a camera feed.

Features

  • Real-Time Detection: The script opens the camera feed and continuously detects Egyptian currency notes within the frame.
  • Total Money Display: It displays the total sum of money detected in the frame.
Sample Run
  • Text-to-Speech Feature: Pressing the 't' key triggers a feature that audibly announces the total amount of money detected and lists the detected currencies from right to left (relative to the camera)

Dataset

The model was trained on the Banha University Egyptian Currency Dataset available on Roboflow Universe.

what you need to install first

  • OpenCV: To use your camera for detection
  • Ultralytics YOLO (ultralytics): To use/Train the YoloV8 Model
  • pyttsx3: To get the Sound Feedback