Getting the best results from a single photo
The journal
How-to5 min read

Five small choices about the image you upload that make a measurable difference to match quality.

A face search is only as good as the photo you feed it. A few simple habits dramatically improve your match rate.

Favour clarity over everything

A sharp, well-lit, front-facing photo gives the detection model the cleanest landmarks to work with. Sunglasses, heavy shadows, and motion blur all reduce accuracy.

  • Use a front-facing angle where possible
  • Make sure the face is well lit and in focus
  • Avoid sunglasses or anything covering key features
  • One face per image works best
  • Higher resolution helps, up to a point

When results look thin

If a search returns few matches, try a different photo of the same person before assuming there is nothing to find. Angle and lighting can change the embedding enough to surface new results.

And remember — Deep Search descends past the indexed web to surface matches a normal scan misses.

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