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About Ollie

Ollie is a set of free face and style tools made by a small independent team. It began as a celebrity lookalike finder built on a face-recognition model the team wrote and trained from scratch, not a third-party API, and has grown into four tools that all run on the same idea: measure a face carefully, then explain the result in plain English.

What Ollie makes

The model behind it

The lookalike and compare tools use Ollie's own model, a 20-layer convolutional neural network (SphereFace architecture) trained from scratch with CosFace loss, on a public research dataset of 5.8 million face photos of 85,742 people. It scores 99.5% on LFW, the standard same-person test, and 96.5% on AgeDB-30, where photos are taken about 30 years apart. Celebrity photos are 40,000+ freely licensed images from Wikimedia Commons, credited next to every match. How Ollie works, in detail.

Your photos

Photos sent for a lookalike search or a face comparison are processed in memory and never stored, logged or used for training. The face symmetry test and the stylist's face scan run entirely in your browser. Ollie never identifies people in photos. The full details are in the privacy policy.

How Ollie is paid for

The tools are free to try. Ollie is paid for by optional plans and credit packs for heavier use, by ads served by Google AdSense on some pages, and by affiliate commissions when you buy something through a shop link in the stylist. Affiliate links are marked, and they never change which haircut, outfit or result Ollie shows you.

The articles

The blog is written and reviewed by the Ollie team. Articles on face recognition draw on the published research and on Ollie's own model and data; style guides are checked against what the stylist actually recommends. When we get something wrong, we fix it and update the date at the top of the article. Spotted a mistake? Tell us at support@ollieml.com.

Contact

Questions, bug reports, privacy requests or a photo you want removed from the celebrity index: use the contact page or email support@ollieml.com.