metadata
description: >-
Transform speed estimation with Ultralytics YOLO speed estimation featuring
cutting-edge technology for precise real-time counting in video streams.
keywords: >-
Ultralytics YOLO, speed estimation software, real-time vehicle tracking
solutions, video stream analysis, YOLOv8 object detection, smart counting
technology, computer vision, AI-powered tracking, video analytics tools,
automated monitoring.
Reference for ultralytics/solutions/speed_estimation.py
!!! Note
This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/solutions/speed_estimation.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/solutions/speed_estimation.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/speed_estimation.py) 🛠️. Thank you 🙏!