face2comics by Sxela (Alex Spirin)

This is a paired face to comics dataset, which can be used to train pix2pix or similar networks.

This dataset contains a lot of crappy nightmare-fuelish samples, which tend to be useful for full image to comic convertion, as they teach models how to trace something if it's not a face.

Update: v2.0.0 dataset added!

v2.0.0 dataset

Darkish red style, 1024x1024, 10000 pairs (total 20k images) Download faces from github (~1Gb) Download comics from github (~1Gb)

2x2 dataset sample:

10x10 dataet sample:

An inference sample of a fastai unet trained on this very dataset :

You can train your own unet by using their awesome notebook here

v1.0.0 dataset

Dark style, 512x512, 10000 pairs (total 20k images) Download from github (~700Mb)

2x2 dataset sample:

10x10 dataet sample:

An inference sample of a fastai unet trained on this very dataset :

You can train your own unet by using their awesome notebook here

Recognition

justinpinkney for his layer blending idea, repo and tutorials https://github.com/justinpinkney/stylegan2

NVlabs for their Stylegan2, of course, though I didn't use their original code https://github.com/NVlabs/stylegan2

fastai for their awesome framework and simple GAN training pipeline https://fast.ai

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The toolkit to generate auto labeled datasets

v2.0 original dataset

Hi! It’s really great work! I’m learning GANs and try to run unet on the paired dataset you provided, however the result is not as good.

Could you please provide the original dataset for the v2.0.0 so that I can play around with StyleGAN blending and make it work?

would be very appreciated!

opened by chrisha97 0
how do i use this lol

Hey,

the previews look really cool but I don't know how to use this sadly because I'm an absolute noob :D What do I do when i downloaded the files? What program do I open this with? Sorry if this is the wrong place to ask.

Thanks!

opened by yaqxswcde 1

v2.0.0(May 11, 2021)

v2.0.0 dataset

Darkish red style, 1024x1024, 10000 pairs (total 20k images)

2x2 dataset sample:

10x10 dataet sample:

An inference sample of a fastai unet trained on this very dataset :

You can train your own unet by using their awesome notebook here

Source code(tar.gz)
Source code(zip)
face2comics_v2.0.0_by_Sxela_comics.tar(929.75 MB)
face2comics_v2.0.0_by_Sxela_faces.tar(1316.72 MB)
face2comics_v2.0.0_by_Sxela_samples.tar(1.31 MB)
v1.0.0(Mar 2, 2021)

face2comics v1.0.0 by Sxela

Dark style, 512x512, RGB, 2x10000 images.

v1.0.0 dataset

Dark style, 512x512, 10000 pairs (total 20k images)

2x2 dataset sample:

10x10 dataet sample:

An inference sample of a fastai unet trained on this very dataset :

You can train your own unet by using their awesome notebook here

Source code(tar.gz)
Source code(zip)
face2comics_v1.0.0_by_Sxela.tar(672.67 MB)

face2comics by Sxela (Alex Spirin) - face2comics datasets

Related tags

Overview

face2comics by Sxela (Alex Spirin)

This is a paired face to comics dataset, which can be used to train pix2pix or similar networks.

Update: v2.0.0 dataset added!

v2.0.0 dataset

2x2 dataset sample:

10x10 dataet sample:

An inference sample of a fastai unet trained on this very dataset :

v1.0.0 dataset

2x2 dataset sample:

10x10 dataet sample:

An inference sample of a fastai unet trained on this very dataset :

Recognition

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Comments

v2.0 original dataset

how do i use this lol

Releases(v2.0.0)

v2.0.0(May 11, 2021)

v2.0.0 dataset

2x2 dataset sample:

10x10 dataet sample:

An inference sample of a fastai unet trained on this very dataset :

v1.0.0(Mar 2, 2021)

face2comics v1.0.0 by Sxela

v1.0.0 dataset

2x2 dataset sample:

10x10 dataet sample:

An inference sample of a fastai unet trained on this very dataset :

Owner

Alex

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