metadata
description: >-
Explore the Ultralytics Solution Base class for real-time object
counting,virtual gym, heatmaps, speed estimation using Ultralytics YOLO. Learn
to implement Ultralytics solutions effectively.
keywords: >-
Ultralytics, Solutions, Object counting, Speed Estimation, Heatmaps, Queue
Management, AI Gym, YOLO, pose detection, gym step counting, real-time pose
estimation, Python
Reference for ultralytics/solutions/solutions.py
!!! note
This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/solutions/solutions.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/solutions/solutions.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/solutions.py) 🛠️. Thank you 🙏!