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joel-simon / ganbreeder

Breed and share images using biggan
https://ganbreeder.app
GNU General Public License v3.0
1.28k stars 233 forks source link

ganbreeder provides similar function like artbreeder? #27

Open iPsych opened 3 years ago

iPsych commented 3 years ago

Hello, The artbreeder provides perfect result for face morphing. I have hundreds of image pairs, and looking for 'local' solution for do it. Can I install ganbreeder and morph three images (portraits) just like artbreeder?

yosun commented 3 years ago

Curious about this too. Would be neat to see Artbreeder have an API otherwise, or some (premium?) way to have faster image generation

zhanghongyong123456 commented 3 years ago

I have the same question，Is it all the same as artbreeder?

ethanporcaro commented 2 years ago

The url of this repo does redirect to the artbreeder website...

ATCkit commented 2 years ago

From my quick research on this question Technically yes they are the same thing but in practice no they aren't.

"Artbreeder, formerly known as Ganbreeder. is a collaborative, machine learning-based art website. Using the models StyleGAN and BigGAN." Source https://web.archive.org/web/20210302075357/https://www.artbreeder.com/about (found this on Wikipedia). When you go looking at that page you will see why they renamed the project, they added a whole bunch of reference model libraries. (note that the only Model included with GanBreeder is the BigGAN library which in all honesty is kind of crap)

Before those libraries were added the system was a chaotic mess that generated images half haphazardly and randomly. see https://vicharkness.co.uk/2019/03/16/playing-with-ganbreeder/ and https://medium.com/merzazine/ai-creativity-ganbreeder-or-explore-the-lucid-dream-of-the-machine-a7d6e9c13afa

if you want to use GanBreeder as you would Artbreeder you'll have to get ahold of those libraries. As it stands right now your best option is probably just to pay for the premium version of Artbreeder or stick with the limits of the free version.

You could also go looking through the forks list of GanBreeder and see if any of them come with a better Model Library.

If my assessment is wrong please correct me but this is my understanding of this problem.