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(For devices with i OS 10 and below, Nude uses Facebook’s Caffe2, but also manages to do the analysis locally on the phone.) Chiu and Chen attempted to use existing, open-source data sets to detect nudes.

But they found that the results were often inaccurate, especially for people of color.

Together they built Nude, which uses machine learning to scan your camera roll for nudes automatically.

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But it’s aimed at naked photos — the marketing tagline bills it as “the sexiest app ever” — and of all the photo vault apps it may be the most direct in its pitch.

The app also has the makings of a sustainable business model: it will charge users a dollar a month for the service.

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(Chiu said Nude would monitor your camera roll in the background; in my experience, it’s more reliable to simply open Nude, which triggers a scan.) After sending you a confirmation dialog, the app deletes any sensitive files that it finds — both from the camera roll and from i Cloud, if the photos are stored there as well.

Nude even uses the device’s front-facing camera to take a picture of anyone who tries to guess your in-app PIN and fails.

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(Tensorflow performs a similar function on Android devices; an Android version of Nude is in the works.) These libraries allow developers to do machine learning-intensive tasks such as image recognition on the device itself, without transmitting the image to a server.

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