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Author may want to implement a labelling method for users for a days to maybe train the discriminator a little bit better. Would be a cool human-in-the-loop exe
by linkingday 8y ago
Author may want to implement a labelling method for users for a days to maybe train the discriminator a little bit better. Would be a cool human-in-the-loop exercise.
- MasterScrat 8y agoYes something like this: http://www.whichfaceisreal.com/ http://www.whichfaceisreal.com/
- thefifthsetpin 8y agoWow. I have no idea which face is real.
- ryeights 8y agoYou can pretty reliably guess correctly if you look for ghosting/blurring/chromatic aberration along sharp edges, e.g. around the eyes, on the chin, and in hair. ML hasn't quite mastered the fine details yet
- tynpeddler 8y agoI was surprised to see that the easiest way to figure out if a face was real was by looking at the background. The face generator seems to be terrible at everything but faces. There are often strange visual artifacts and clipping issues, and the face generator never seems to put another person in the background of the picture.
- tylersmith 8y agoWow. I got 2/10 the first time and then did again after reading your comment and got 10/10. The background really does give it away.
- TremendousJudge 8y agoalso, the teeth. in generated images they are usually strangely asymmetrical
- deleted 8y ago[deleted]
- bfred_it 8y agoML generates some rather bad artifacts. Just look for those. Even in this[1] difficult comparison you can see the non-human repeating skin patterns on the right and the awkward teeth contour. Also hair-on-skin often looks wet and with unnatural bends. When comparing wrinkly people then it gets a little harder. 1: https://i.imgur.com/KWnhkBS.jpg https://i.imgur.com/KWnhkBS.jpg
- repolfx 8y agoThat one is super hard when looking only at the face. Look at the clothes and necklace. The clothes are different on left and right sides of her face - the moment you see it you can't unsee it and it's obviously wrong.
- Operyl 8y agoI got some pretty tough ones on mobile. Maybe if I had zoomed in I would have seen the differences.’, but eh: https://imgur.com/a/UXSCOG8 https://imgur.com/a/UXSCOG8
- rebuilder 8y agoVery unusual expressions seem to me likely to be real, simply because the generated images are AFAIK in a sense statistical averages.
- Operyl 8y agoI thought this too! Then I picked a weird expression and was wrong lol.
- farisjarrah 8y agoThe fake image looks extra weird because it looks like he has glasses on the right side of his face but its kinda cropped out
- Avamander 8y agoAfter yesterday's 10 minutes of watching those fake faces this test was super simple for me, I did like 25 without mistakes which kinda shows the fake generation has a long way to know to fool good eyes.
- ItsDeathball 8y agoI read this as "which France is real" and was slightly disappointed when I wasn't able to test my incomplete knowledge of European geography against a neural net.
- mirekrusin 8y agoLook at the eyeball, compare reflection, it’s easy this way.