> For the complete documentation index, see [llms.txt](https://docs.roboflow.com/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.roboflow.com/datasets/versions/dataset-versions/image-augmentation/augmentation-types/blur-augmentation.md).

# Blur Augmentation

Add random Gaussian blur to make your model more resilient to variations in camera focus.

Add random Gaussian blur to help your model be more resilient to camera focus.

* Pixels: Determines the amount of blur applied to an image (i.e. the kernel size of the blurring process; all kernel sizes are odd). 25 pixels is max blur.

## Example

<figure><img src="https://2252499186-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FNVfRxNsvCh4GOyqrjmzX%2Fuploads%2Fgit-blob-2347cf534e5a3427388b281e11477df72becafab%2Fimage%20(16).png?alt=media" alt=""><figcaption><p>Original Image</p></figcaption></figure>

<figure><img src="https://2252499186-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FNVfRxNsvCh4GOyqrjmzX%2Fuploads%2Fgit-blob-e4231561769d0b21f20b51db9a053cb7dbec17ae%2Fimage%20(19).png?alt=media" alt=""><figcaption><p>Blur Augmentation using a 2.5 pixel radius</p></figcaption></figure>

## Learn More

* [The Importance of Blur as an Image Augmentation Technique](https://blog.roboflow.com/using-blur-in-computer-vision-preprocessing/)
