---
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.
keywords: Ultralytics, YOLO, AI Queue Management, retail analytics, queue detection, wait time prediction, machine learning, YOLOv8, customer experience
---

# Reference for `ultralytics/solutions/queue_management.py`

!!! Note

    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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## ::: ultralytics.solutions.queue_management.QueueManager

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