ultralytics/docs/reference/yolo/data/annotator.md

---
description: Learn how to use auto_annotate in Ultralytics YOLO to generate annotations automatically for your dataset. Simplify object detection workflows.
keywords: Ultralytics YOLO, Auto Annotator, AI, image annotation, object detection, labelling, tool
---

## auto_annotate
---
### ::: ultralytics.yolo.data.annotator.auto_annotate
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`ultralytics 8.0.97` confusion matrix, windows, docs updates (#2511) Co-authored-by: Yonghye Kwon <developer.0hye@gmail.com> Co-authored-by: Dowon <ks2515@naver.com> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Laughing <61612323+Laughing-q@users.noreply.github.com> 2023-05-09 19:20:34 +00:00			`---`
			`description: Learn how to use auto_annotate in Ultralytics YOLO to generate annotations automatically for your dataset. Simplify object detection workflows.`
Docs updates for HUB, YOLOv4, YOLOv7, NAS (#3174) Co-authored-by: Glenn Jocher <glenn.jocher@ultralytics.com> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> 2023-06-15 19:17:10 +00:00			`keywords: Ultralytics YOLO, Auto Annotator, AI, image annotation, object detection, labelling, tool`
`ultralytics 8.0.97` confusion matrix, windows, docs updates (#2511) Co-authored-by: Yonghye Kwon <developer.0hye@gmail.com> Co-authored-by: Dowon <ks2515@naver.com> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Laughing <61612323+Laughing-q@users.noreply.github.com> 2023-05-09 19:20:34 +00:00			`---`

Docstrings arguments cleanup (#3229) Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> 2023-06-17 14:17:07 +00:00			`## auto_annotate`
`ultralytics 8.0.90` actions and docs improvements (#2326) Co-authored-by: calmisential <xinyu_std@163.com> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: triple Mu <gpu@163.com> Co-authored-by: Laughing <61612323+Laughing-q@users.noreply.github.com> Co-authored-by: Ayush Chaurasia <ayush.chaurarsia@gmail.com> Co-authored-by: Laughing-q <1185102784@qq.com> Co-authored-by: ran xiao <ben.xiao@me.com> Co-authored-by: rxiao <ran.xiao@silverpond.com.au> 2023-04-29 18:16:56 +00:00			`---`
Docstrings arguments cleanup (#3229) Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> 2023-06-17 14:17:07 +00:00			`### ::: ultralytics.yolo.data.annotator.auto_annotate`
Add patches section and fix Docs CI (#3193) 2023-06-15 19:44:25 +00:00			`<br><br>`