A newer version of the Gradio SDK is available:
5.23.3
metadata
description: >-
Explore Ultralytics YOLO's advanced Heatmaps feature designed to highlight
areas of interest, providing an immediate, impactful way to interpret spatial
information.
keywords: >-
Ultralytics, YOLO, heatmaps, object tracking, data visualization, real-time
tracking, machine learning, object counting, computer vision, retail
analytics, YOLOv8, artificial intelligence
Reference for ultralytics/solutions/heatmap.py
!!! Note
This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/solutions/heatmap.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/solutions/heatmap.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/heatmap.py) 🛠️. Thank you 🙏!