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AI Rate Face

Face Photo Quality Checker

Upload a photo to find out whether it is suitable for the site's geometry tools before you interpret any result. You get specific retake suggestions rather than a vague pass or fail, and the pixels never leave this page.

Analyze a photo →

Check your analysis photo

Upload the photo you plan to analyse — pixel statistics and face landmarks are processed locally and the image never leaves this page.

Photo stays in this browser

Choose one clear adult portrait

Front-facing, neutral expression, even light. JPG, PNG, WebP, HEIC or HEIF up to 10 MB.

or drag and drop it here

Before you analyze

  • 1Use your own photo, or one you have permission to use.
  • 2One adult face only. No minors or age estimation.
  • 3Results describe this photo, not objective beauty or health.

A typical first run loads about 15 MB of model/runtime files, then the browser caches them. Nothing is submitted to our analysis API.

Your photo and landmarks stay in page memory and are cleared when you reset or leave. Face-shape tools keep a small result summary in this tab for up to 30 minutes so you can continue to hairstyles or glasses. Clear the result to remove it.

Drag to reposition

Adjust the face area

Keep one full face inside the oval. Leave the hairline and chin visible, with a little space around the head.

For more reliable detection

  • • Select only one adult when the photo contains several people.
  • • Avoid cutting through the forehead, chin or either side of the face.
  • • Cropping helps framing, but cannot restore blur or very low resolution.

The crop is created in this browser and is never uploaded.

Evidence behind this result

The output is built from inspectable photo geometry and a separate image-quality signal.

01

Pixels

Estimates average brightness, tonal contrast and local edge sharpness.

02

Framing

Checks visible face coverage and source resolution.

03

Pose

Reports eye-line roll and a nose-offset yaw proxy.

How this tool works

  1. 1. Sample

    The browser reads a bounded set of image pixels without uploading them.

  2. 2. Detect

    A local landmark model checks face count, coverage and visible pose.

  3. 3. Advise

    Low signals are translated into specific lighting, focus or framing suggestions.

Read the methodology →References and limitations →

What the result cannot tell you

01

Sharpness is a lightweight edge estimate, not a full optical quality assessment.

02

The checker cannot detect every obstruction, beauty filter or source-image edit.

03

A high score improves measurement repeatability but does not guarantee identical results.

About this tool

How local processing works →
What score is good enough?+

High is ideal. Moderate can still work, but follow any pose or sharpness notes before comparing results across photos.

Why is a close crop sometimes worse?+

Very tight crops can hide the forehead or chin contour and leave too little context for stable landmarks.

Is my photo uploaded?+

No. This checker reads pixels and runs landmark detection locally in your browser.

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