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This Waifu Does Not Exist
- gwern 8y agoNote that if you don't like that interface, there's another, for those made of sterner stuff: https://www.obormot.net/demos/these-waifus-do-not-exist.html https://www.obormot.net/demos/these-waifus-do-not-exist.html
- mishurov 8y ago>>>/r9k/
- cm2012 8y agoNeat twist on the other website.
- vilhelm_s 8y agoAnother cool demonstration: training on a particular character tag, so you can e.g. sample from the space of possible Asukas. https://twitter.com/gwern/status/1094728538396205057 https://twitter.com/gwern/status/1094728538396205057
- nurettin 8y agoSome of these generated images look oddly male, or at least gender-unspecific, with their longer faces, eye-nose distances and wider chins. Mixing lots of female drawings inside a gann apparently doesn't result in females in every case.
- krackers 8y agoA lot of anime waifus have androgynous features (often intentionally, e.g. Felix from Re:Zero). I wouldn't be surprised if the training set included many such examples.
- gwern 8y agoI didn't filter out male faces (no convenient way, anyway), so there are males in it. Not a ton, certainly, but at least a few thousand.
- dkarl 8y agoIt has some hiccups beyond gender. For example: https://imgur.com/a/d3SfrnQ https://imgur.com/a/d3SfrnQ
- TeMPOraL 8y agoIt looks like a bug alright, but then again... it's not something I wouldn't expect to see in actual anime :).
- krackers 8y agoThe size of the generated images seems to vary. Any idea what might be the cause of this?
- gwern 8y agoI am about halfway through upscaling them from 512px to 1024px with waifu2x.
- Mirioron 8y agoI imagine that tools such as this will be invaluable for game developers of the future.
- kuss 8y agoI'm new to this how "This X Does Not Exist" thing ("This Person Does Not Exist" in seems especially impressive). It seems like this images are generated through some Machine Learning Magic(TM), but could anyone here give a rundown of how it all actually works? These all seem freaky good for something generated by a computer.
- gwern 8y agohttps://github.com/NVlabs/stylegan https://github.com/NVlabs/stylegan https://arxiv.org/abs/1812.04948 https://arxiv.org/abs/1812.04948 https://www.youtube.com/watch?v=kSLJriaOumA https://www.youtube.com/watch?v=kSLJriaOumA https://www.lyrn.ai/2018/12/26/a-style-based-generator-architecture-for-generative-adversarial-networks/ https://www.lyrn.ai/2018/12/26/a-style-based-generator-archi... https://www.youtube.com/watch?v=1ct_P3IZow0 https://www.youtube.com/watch?v=1ct_P3IZow0
- guessmyname 8y agoI fixed the format for you: • https://github.com/NVlabs/stylegan https://github.com/NVlabs/stylegan • https://arxiv.org/abs/1812.04948 https://arxiv.org/abs/1812.04948 • https://www.youtube.com/watch?v=kSLJriaOumA https://www.youtube.com/watch?v=kSLJriaOumA • https://www.lyrn.ai/2018/12/26/a-style-based-generator-architecture-for-generative-adversarial-networks/ https://www.lyrn.ai/2018/12/26/a-style-based-generator-archi... • https://www.youtube.com/watch?v=1ct_P3IZow0 https://www.youtube.com/watch?v=1ct_P3IZow0
- GolDDranks 8y agoThey are generated by Generative Adversarial Networks. Have you heard about convolutional networks? They are neural networks that are especially well-suited for problems that have spatial structure (such as 2D images) and translational invariance (a face is a face, no matter of its coordinates in the picture). Generative Adversarial Networks, or GANs for short is an architecture that arranges an image-generating network and fake-detecting network in a competitive situation. That makes them co-evolve towards generating pictures that are harder and harder to distinguish from the real ones.
- jumpman500 8y agoThis is hilarious and awesome.
- rebuilder 8y agoHow much porn was in the dataset? The generated faces seem to have a tendency to have white goo arond the mouth...
- deleted 8y ago[deleted]
- charliebrownau 8y agoWhen Asia or the Japanese , manage to create an ROBOT with AI that can :- * Cook * Clean the house * Wash the dish's * Wash the clothes * Simple gardening * Service its master Natural Born females can be replaced over night I'm waiting to order my Asia Cat girl Waifu robot ================================================ How to fix Marriage in the west+EU+JP * Fault divorce, not no fault * One LAW for everyone with the SAME punishment for ALL. * REMOVE Duluth Model from LAW+Courts+Police * REMOVE PUSSY PASS * False rape and False Sexual Assault to be convicted * Ban Abortion * Remove Child support * Remove Vagmony (Alimony) * Remove forced 50% of other person's assets * False rape/assault claim register database * Kid goes to the BEST person , Not automatically to the mother * DNA test at all birth of kids I doubt it will never happen since women will actually be EQUAL & ACCOUNTABLE
- gwern 8y agoFor considerably extra lulz, I have added GPT-2 text snippets with an anime plot prime.
- Lt_Riza_Hawkeye 8y agoThey are absolutely hilarious: http://0x0.st/zoT2.png http://0x0.st/zoT2.png