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Object detection application for Euro coin counting

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janstaffa/euros

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Euro coin counter

This app uses the YOLOv8 object detection model to detect and classify different Euro coins.

Data

The model was trained on a custom dataset featuring 150 images with annotated Euro coins.

Results

mAP:

  • mAP@.5 = 0.91
  • mAP@.5-.95 = 0.89

How to run

  1. clone this repo
  2. cd into /server
  3. start Flask application (python main.py or python -m flask --app main.py run)