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They explain that not all of the images they want are faces in this case, so you'd have to train your own on "interesting regions" (though there is some work in
by TTPrograms 11y ago
They explain that not all of the images they want are faces in this case, so you'd have to train your own on "interesting regions" (though there is some work in that area). Part of the challenge in that case is generating all your labels for what the interesting regions are. This way they don't need to generate labels, at least.
- aab0 11y agoYoutube did something similar for 'interesting thumbnails' last year with deep nets (many uploaders do not specify a good thumbnail preview), and reported that it gave a nice performance boost.