> For the complete documentation index, see [llms.txt](https://docs.saas.haut.ai/haut.ai/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.saas.haut.ai/haut.ai/haut.ai-features/algorithms/face-skin-analysis-3-0.md).

# Face Skin Analysis 3.0

What Face Skin Analysis 3.0 covers: the parameters included, availability, input requirements, and its dependencies on other applications.

{% hint style="warning" %}
**Disclaimer**

Face Skin Analysis 3.0 Application Algorithms are not intended to be a substitute for professional medical advice, diagnosis or treatment.

None of the provided skin health parameters estimations can be treated as health advice.

Always seek the advice of your physician or other qualified healthcare provider on any medical condition or treatment as well as before undertaking any healthcare regimen.
{% endhint %}

## Purpose, Scope and Limitations

Face Skin Analysis 3.0 Application provides [Algorithms](/haut.ai/haut.ai-features/algorithms.md) that perform the analysis of skin visual appearance on the facial area. The analysis is aimed at evaluating the visible and measurable skin condition parameters.

For a product-level overview of what the application does and who it is for, see [Face Analysis 3.0](https://haut.ai/product/face-skin-analysis?utm_source=referral\&utm_medium=saas_docs\&utm_campaign=Docs_SaaS_HautAI) on haut.ai.

<figure><img src="https://245161714-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2F-MWxBX_zB4FnflOpyBGO%2Fuploads%2Fp5PeUNLHcJABDfbdSCe4%2Ffm3.0-overview.png?alt=media&amp;token=abd1bbf0-54fc-438d-8444-556dfbe53e33" alt=""><figcaption></figcaption></figure>

***

## Parameters included in Face Skin Analysis 3.0 Application

These parameters are designed to evaluate visible and measurable skin health parameters.

{% hint style="warning" %}
**Disclaimer**

By default, advanced parameters of Face Skin Analysis 3.0 are not available and are only displayed when the advanced parameters option is enabled. This option is available as a paid add-on.

Please contact your account manager to upgrade your subscription with Advanced Parameters add-on.
{% endhint %}

| Parameter                                                                                                 | Basic                                                                                                                                                                                                                                                                                       | Advanced                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      |
| --------------------------------------------------------------------------------------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
| [Breakouts](/haut.ai/haut.ai-features/algorithms/face-skin-analysis-3-0/breakouts.md)                     | <ul><li>Score from 1 to 100</li><li>Grade from 1 to 5</li><li>Skin condition tag</li><li>Vector mask for detected features</li></ul>                                                                                                                                                        | <ul><li><a data-mention href="/haut.ai/haut.ai-features/algorithms/face-skin-analysis-3-0/breakouts/acne-inflammation.md">/pages/H5ZzJStLiKerNEcD2LUA</a></li><li><a data-mention href="/haut.ai/haut.ai-features/algorithms/face-skin-analysis-3-0/breakouts/papules.md">/pages/D69GlCzEaAcX11WavM0n</a></li><li><a data-mention href="/haut.ai/haut.ai-features/algorithms/face-skin-analysis-3-0/breakouts/pimples.md">/pages/OjKIWLfhFiTRTjrWca9L</a></li><li><a data-mention href="/haut.ai/haut.ai-features/algorithms/face-skin-analysis-3-0/breakouts/post-acne-hyperpigmentation.md">/pages/3uOMzSKmFwE9Wt2dCUoU</a></li><li><a data-mention href="/haut.ai/haut.ai-features/algorithms/face-skin-analysis-3-0/breakouts/pustules.md">/pages/feQez9k8HXoUqfGfWTAU</a></li></ul>                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      |
| [Dark Circles](/haut.ai/haut.ai-features/algorithms/face-skin-analysis-3-0/dark-circles.md)               | <ul><li>Score from 1 to 100</li><li>Grade from 1 to 5</li><li>Skin condition tag</li><li>Vector mask for detected features</li></ul>                                                                                                                                                        | <ul><li>Density for the left eye and the right eye</li></ul>                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  |
| [Eyes Age](/haut.ai/haut.ai-features/algorithms/face-skin-analysis-3-0/eyes-age.md)                       | <ul><li>Predicted age</li></ul>                                                                                                                                                                                                                                                             | <ul><li>Age for the left eye</li><li>Age for the right eye</li></ul>                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          |
| [Hydration](/haut.ai/haut.ai-features/algorithms/face-skin-analysis-3-0/hydration.md)                     | <ul><li>Score from 1 to 100</li><li>Grade from 1 to 5</li><li>Skin condition tag</li><li>Vector mask for detected features</li></ul>                                                                                                                                                        | —                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             |
| [ITA](/haut.ai/haut.ai-features/algorithms/face-skin-analysis-3-0/ita.md)                                 | —                                                                                                                                                                                                                                                                                           | <ul><li>ITA (Individual Typology Angle), from −90° to +90°</li><li>Skin tone classification based on the ITA value</li><li>L\* value</li><li>a\* value</li><li>b\* value</li><li>The same five values for the forehead, left cheek, and right cheek</li></ul>                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 |
| [Lines](/haut.ai/haut.ai-features/algorithms/face-skin-analysis-3-0/lines.md)                             | <ul><li>Score from 1 to 100</li><li>Grade from 1 to 5</li><li>Skin condition tag</li><li>Vector mask for detected features</li></ul>                                                                                                                                                        | <ul><li>Number and length of lines for the forehead, left eye, right eye, and perioral area</li><li><a data-mention href="/haut.ai/haut.ai-features/algorithms/face-skin-analysis-3-0/lines/crow-s-feet-lines.md">/pages/o7tHOYAnAXfgbV9oJyu6</a></li><li><a data-mention href="/haut.ai/haut.ai-features/algorithms/face-skin-analysis-3-0/lines/deep-lines.md">/pages/oKPTQXanRTSYfrD497FB</a></li><li><a data-mention href="/haut.ai/haut.ai-features/algorithms/face-skin-analysis-3-0/lines/eye-lines.md">/pages/P0LS0Idrl0XPJsFTg9AI</a></li><li><a data-mention href="/haut.ai/haut.ai-features/algorithms/face-skin-analysis-3-0/lines/fine-lines.md">/pages/sn5huHqPYKR59Lb5Uvnd</a></li><li><a data-mention href="/haut.ai/haut.ai-features/algorithms/face-skin-analysis-3-0/lines/forehead-lines.md">/pages/8CAErgeqJmIi0U8gsWGf</a></li><li><a data-mention href="/haut.ai/haut.ai-features/algorithms/face-skin-analysis-3-0/lines/glabellar-lines.md">/pages/JLvz2Sy5L44LZvPKF0J6</a></li><li><a data-mention href="/haut.ai/haut.ai-features/algorithms/face-skin-analysis-3-0/lines/lip-lines.md">/pages/SKyou8JicvfDQhHh1w9E</a></li><li><a data-mention href="/haut.ai/haut.ai-features/algorithms/face-skin-analysis-3-0/lines/marionette-lines.md">/pages/jMoxNVQ2P5bzOf3Z966w</a></li><li><a data-mention href="/haut.ai/haut.ai-features/algorithms/face-skin-analysis-3-0/lines/nasolabial-wrinkles.md">/pages/TUmymP2O1rTh24qVeFs6</a></li><li><a data-mention href="/haut.ai/haut.ai-features/algorithms/face-skin-analysis-3-0/lines/under-eye-lines.md">/pages/TIYT3I121280RRxX66I5</a></li></ul> |
| [Perceived Age](/haut.ai/haut.ai-features/algorithms/face-skin-analysis-3-0/perceived-age.md)             | <ul><li>Predicted age</li></ul>                                                                                                                                                                                                                                                             | —                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             |
| [Pigmentation](/haut.ai/haut.ai-features/algorithms/face-skin-analysis-3-0/pigmentation.md)               | <ul><li>Score from 1 to 100</li><li>Grade from 1 to 5</li><li>Skin condition tag</li><li>Vector mask for detected features</li></ul>                                                                                                                                                        | <ul><li><a data-mention href="/haut.ai/haut.ai-features/algorithms/face-skin-analysis-3-0/pigmentation/freckles.md">/pages/4kRMJpWlif974HU0TT2k</a></li><li><a data-mention href="/haut.ai/haut.ai-features/algorithms/face-skin-analysis-3-0/pigmentation/melasma.md">/pages/9dpjnyId9V1wTAUiXOH5</a></li><li><a data-mention href="/haut.ai/haut.ai-features/algorithms/face-skin-analysis-3-0/pigmentation/moles.md">/pages/dllGDyrWU6c1WTyLtFFG</a></li><li><a data-mention href="/haut.ai/haut.ai-features/algorithms/face-skin-analysis-3-0/pigmentation/sun-spots.md">/pages/UI5mLiIoGNBlamcWdonV</a></li></ul>                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        |
| [Pores](/haut.ai/haut.ai-features/algorithms/face-skin-analysis-3-0/pores.md)                             | <ul><li>Score from 1 to 100</li><li>Grade from 1 to 5</li><li>Skin condition tag</li><li>Number of pores for the whole face</li><li>Vector mask for detected features</li></ul>                                                                                                             | <ul><li>Number of pores for the nose, forehead, left cheek, and right cheek</li><li><a data-mention href="/haut.ai/haut.ai-features/algorithms/face-skin-analysis-3-0/pores/enlarged-pores.md">/pages/imU7OPsEh35u0bDkIRmz</a></li></ul>                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      |
| [Quality](/haut.ai/haut.ai-features/algorithms/face-skin-analysis-3-0/quality.md)                         | <ul><li>Overall image quality score from 1 to 100, for each uploaded side</li><li>Face and skin detection checks</li><li>Head pose, resolution, and blur checks</li><li>Occlusion, eyeglasses, and hair bangs checks</li><li>Exposure, illumination uniformity, and shadow checks</li></ul> | —                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             |
| [Redness](/haut.ai/haut.ai-features/algorithms/face-skin-analysis-3-0/redness.md)                         | <ul><li>Score from 1 to 100</li><li>Grade from 1 to 5</li><li>Skin condition tag</li><li>Vector mask for detected features</li></ul>                                                                                                                                                        | <ul><li>Score for the nose, forehead, perioral area, left cheek, and right cheek</li><li><a data-mention href="/haut.ai/haut.ai-features/algorithms/face-skin-analysis-3-0/redness/irritation.md">/pages/1mIIQ06msZopQfi56zxW</a></li></ul>                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   |
| [Sagging](/haut.ai/haut.ai-features/algorithms/face-skin-analysis-3-0/sagging.md)                         | <ul><li>Score from 1 to 100</li><li>Grade from 1 to 5</li><li>Skin condition tag</li><li>Vector mask for detected features</li></ul>                                                                                                                                                        | <ul><li><a data-mention href="/haut.ai/haut.ai-features/algorithms/face-skin-analysis-3-0/sagging/jowls.md">/pages/nMnqNOP2bomAsjQgcALc</a></li><li><a data-mention href="/haut.ai/haut.ai-features/algorithms/face-skin-analysis-3-0/sagging/lacrimal-grooves.md">/pages/N0INxVsRSlwUfh9RCqnk</a></li></ul>                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  |
| [Skin Tone](/haut.ai/haut.ai-features/algorithms/face-skin-analysis-3-0/skin-tone.md)                     | <ul><li>Skin tone classification</li></ul>                                                                                                                                                                                                                                                  | —                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             |
| [Skin Type](/haut.ai/haut.ai-features/algorithms/face-skin-analysis-3-0/skin-type.md)                     | <ul><li>Skin type class for the face</li></ul>                                                                                                                                                                                                                                              | <ul><li>Skin type class for the T-zone</li><li>Skin type class for the U-zone</li></ul>                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       |
| [Under Eye Puffiness](/haut.ai/haut.ai-features/algorithms/face-skin-analysis-3-0/under-eye-puffiness.md) | <ul><li>Score from 1 to 100</li><li>Grade from 1 to 5</li><li>Skin condition tag</li><li>Vector mask for detected features</li></ul>                                                                                                                                                        | <ul><li>Density for the left eye and the right eye</li></ul>                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  |
| [Uniformness](/haut.ai/haut.ai-features/algorithms/face-skin-analysis-3-0/uniformness.md)                 | <ul><li>Score from 1 to 100</li><li>Grade from 1 to 5</li><li>Skin condition tag</li><li>Vector mask for detected features</li></ul>                                                                                                                                                        | <ul><li>Score for the forehead, left cheek, and right cheek</li></ul>                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         |

***

## Availability of Face Skin Analysis 3.0 Application

Face Skin Analysis 3.0 Application is available via API for <mark style="color:purple;">Professional</mark> plan clients. See the detailed API doc: [API for Face Skin Analysis 3.0](/haut.ai/developers/saas-api-overview/api-for-face-skin-analysis-3.0.md).

***

## Input Requirements

### Input Data

Face Skin Analysis 3.0 Application requires a high-resolution portrait photograph of a human face with:

* Neutral facial expression.
* No face-covering accessories or obstructions.
* Clear skin, no make-up.

Face Skin Analysis 3.0 Application supports input in the form of:

* A single frontal portrait image.
* A triplet (3) of frontal, right, and left portrait images using Face 180 technology and [LIQA](https://docs.liqa.haut.ai/customization/user-flow/presets.html#face-180).

### Dependency on Other Applications

Face Skin Analysis 3.0 Application does not depend on other applications and can be used directly with input data.

### Special features

Face Skin Analysis 3.0 Application supports analysis of anonymized images.

***

## Output Details

### Output Data

Face Skin Analysis 3.0 Application returns a **variable** set of numerical and categorical estimations of visible and measurable skin health parameters. API responses include the calculated `parameters`, the overall `all_algorithms_calculated` status, per-side `detection_errors`, and available `predicted_images` such as original, anonymised, and aligned face images.

* For the <mark style="color:purple;">Professional</mark> plan, the output is available via API, see [API for Face Skin Analysis 3.0](/haut.ai/developers/saas-api-overview/api-for-face-skin-analysis-3.0.md).
* It's not yet available for the <mark style="color:purple;">Advanced+</mark> plan.

### Dependency for Other Applications

Face Analysis 3.0 Application could be used as an input data in order for the following applications to be executed:

* [Recommendation System 2.0](/haut.ai/haut.ai-features/algorithms/recommendation-system-2.0.md)

***

## FAQ

### What is the minimum photo resolution for reliable results?

The minimum image resolution for reliable skin analysis is an image at least 2500 pixels wide and 2500 pixels high, with the face occupying at least 85% of the image.

### What is the actual processing time for Face Skin Analysis 3.0?

For Face Skin Analysis 3.0, the processing time averages under 5 seconds for 95% of images.

### How accurate is Face Skin Analysis 3.0?

Face Skin Analysis 3.0 algorithms were trained on over 30 million real skin images. The algorithms are validated by dermatologists, ensuring high accuracy across diverse skin types and ethnicities. For more details, please reach out to your customer success manager.

***

{% hint style="warning" %}
Not a Haut.AI client yet?
{% endhint %}

<a href="https://haut.ai/book-a-demo?utm_source=referral&#x26;utm_medium=saas_docs&#x26;utm_campaign=Docs_SaaS_HautAI" class="button primary" data-icon="user-vneck">Book a demo</a> <a href="https://haut.ai/product/face-skin-analysis?utm_source=referral&#x26;utm_medium=saas_docs&#x26;utm_campaign=Docs_SaaS_HautAI" class="button secondary" data-icon="external-link">Face Skin Analysis 3.0 on haut.ai</a>


---

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