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---
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description: Discover Ultralytics YOLO's AI Queue Management for retail, using advanced machine learning to enhance customer experience with real-time queue analysis and wait time predictions.
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keywords: Ultralytics, YOLO, AI Queue Management, retail analytics, queue detection, wait time prediction, machine learning, YOLOv8, customer experience
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---
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# Reference for `ultralytics/solutions/queue_management.py`
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!!! Note
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This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/solutions/queue_management.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/solutions/queue_management.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/solutions/queue_management.py) 🛠️. Thank you 🙏!
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<br><br>
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## ::: ultralytics.solutions.queue_management.QueueManager
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<br><br>
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