> For the complete documentation index, see [llms.txt](https://docs.styleai.io/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.styleai.io/product-docs/product-docs-en/readme-1/26.04.15-image-to-sketch-precision.md).

# 26.04.15: Image to Sketch: Precision

Improved accuracy of image-based sketch generation and guidance for the sketch variation workflow

The image-based sketch inference algorithm has become more sophisticated. \
It now goes beyond simple outline extraction to provide refined sketches that can be used at the actual production stage.

#### 🛠 Key Updates

* Texture description: We have delicately expressed fabric textures such as knit weaves and corduroy, improving the visibility of the material.
* Pattern preservation: Complex checks and dot patterns in garments are reproduced as clear sketches without distortion.

<figure><img src="https://3534440524-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2Fh2iY6iG5clN00jUUjwgJ%2Fuploads%2FRE7oWGXIEgFI0qdtvKHe%2FSketch%20update%2001.jpg?alt=media&amp;token=c728ae16-48c2-4fd0-a34c-c93c17adbf4c" alt=""><figcaption></figcaption></figure>

<figure><img src="https://3534440524-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2Fh2iY6iG5clN00jUUjwgJ%2Fuploads%2FfUrYg4mfJgsLSC4Imi57%2FSketch%20update%2002.jpg?alt=media&amp;token=daeee50c-57bb-4c9a-8239-640274fd0b7d" alt=""><figcaption></figcaption></figure>

***

#### 💡 Efficient Sketch Variation Creation

Need to create sketch variations?

<figure><img src="https://3534440524-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2Fh2iY6iG5clN00jUUjwgJ%2Fuploads%2F7v1g040PW4lKoBTdidBs%2FSketch%20update%2003.jpg?alt=media&amp;token=f64cd143-25cf-48c2-af6d-3b63f8b958ed" alt=""><figcaption></figcaption></figure>

If you need to modify a sketch or change details, do not move to an external graphics tool. \
It is faster and more efficient to use StyleAI's editor.

<figure><img src="https://3534440524-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2Fh2iY6iG5clN00jUUjwgJ%2Fuploads%2FL68iPgefSsp4YuVe44rN%2Fimage.png?alt=media&amp;token=2631059f-df67-4156-ae77-75131240c0ee" alt=""><figcaption></figcaption></figure>

> The AI editor understands the style of the existing sketch.&#x20;
>
> Easily create sketch variations using reference images and prompts.

***

StyleAI is committed to helping designers focus on creative style development work.&#x20;

Experience the upgraded sketch generation and editing features now.