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ultralytics/docs/en/reference/solutions/heatmap.md

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`ultralytics 8.0.226` Validator Path and Tuner space (#6901) Signed-off-by: Glenn Jocher <glenn.jocher@ultralytics.com> Co-authored-by: Muhammad Rizwan Munawar <chr043416@gmail.com> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: DennisJ <106725464+DennisJcy@users.noreply.github.com> Co-authored-by: Kirill Ionkin <56236621+kirill-ionkin@users.noreply.github.com>
1 year ago
---
Update HUB SDK Docs (#13309) Signed-off-by: Glenn Jocher <glenn.jocher@ultralytics.com> Co-authored-by: UltralyticsAssistant <web@ultralytics.com>
6 months ago
description: Learn how to use the Ultralytics Heatmap module for real-time video analysis with object tracking and heatmap generation.
keywords: Ultralytics, Heatmap, Python, Real-time Video, Object Tracking, cv2, Shapely, Computer Vision, AI
`ultralytics 8.0.226` Validator Path and Tuner space (#6901) Signed-off-by: Glenn Jocher <glenn.jocher@ultralytics.com> Co-authored-by: Muhammad Rizwan Munawar <chr043416@gmail.com> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: DennisJ <106725464+DennisJcy@users.noreply.github.com> Co-authored-by: Kirill Ionkin <56236621+kirill-ionkin@users.noreply.github.com>
1 year ago
---
# Reference for `ultralytics/solutions/heatmap.py`
Update more/missing type qualifiers to lowercase MkDocs admonitions (#16215) Co-authored-by: Glenn Jocher <glenn.jocher@ultralytics.com>
3 months ago
!!! note
`ultralytics 8.0.226` Validator Path and Tuner space (#6901) Signed-off-by: Glenn Jocher <glenn.jocher@ultralytics.com> Co-authored-by: Muhammad Rizwan Munawar <chr043416@gmail.com> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: DennisJ <106725464+DennisJcy@users.noreply.github.com> Co-authored-by: Kirill Ionkin <56236621+kirill-ionkin@users.noreply.github.com>
1 year ago
Update HUB SDK Docs (#13309) Signed-off-by: Glenn Jocher <glenn.jocher@ultralytics.com> Co-authored-by: UltralyticsAssistant <web@ultralytics.com>
6 months ago
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 🙏!
`ultralytics 8.0.226` Validator Path and Tuner space (#6901) Signed-off-by: Glenn Jocher <glenn.jocher@ultralytics.com> Co-authored-by: Muhammad Rizwan Munawar <chr043416@gmail.com> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: DennisJ <106725464+DennisJcy@users.noreply.github.com> Co-authored-by: Kirill Ionkin <56236621+kirill-ionkin@users.noreply.github.com>
1 year ago
Engine Model and Results Docs improvements (#14564) Signed-off-by: Glenn Jocher <glenn.jocher@ultralytics.com> Co-authored-by: UltralyticsAssistant <web@ultralytics.com> Co-authored-by: Felipe Parodi <fparodi@pennmedicine.upenn.edu>
5 months ago
<br>
`ultralytics 8.0.226` Validator Path and Tuner space (#6901) Signed-off-by: Glenn Jocher <glenn.jocher@ultralytics.com> Co-authored-by: Muhammad Rizwan Munawar <chr043416@gmail.com> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: DennisJ <106725464+DennisJcy@users.noreply.github.com> Co-authored-by: Kirill Ionkin <56236621+kirill-ionkin@users.noreply.github.com>
1 year ago
## ::: ultralytics.solutions.heatmap.Heatmap
<br><br>