Hi!

I'm a bachelor student on my second year in AI.

I'm planning to implement an image to image model that takes and image and outputs the same image in a different style (specifically in the style of a painter).

I was wondering if anyone had some suggesting of where to start research and pointing me in the right direction.

Best regards

Marius

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canxkoz t1_jca0xqc wrote on March 15, 2023 at 11:00 AM

#2,234,129

Search for ‘Neural Style Transfer’.

Some helpful links:

https://www.tensorflow.org/tutorials/generative/style_transfer

https://huggingface.co/spaces/aravinds1811/neural-style-transfer

Marius1235 OP t1_jca3hsi wrote on March 15, 2023 at 11:28 AM

#2,234,278

Replying to canxkoz (#2,234,129)

Thanks alot! =)

incrapnito t1_jca3u68 wrote on March 15, 2023 at 11:32 AM

#2,234,297

Another approach can be cyclegan or pix2pix, both are gan based model. Pix2pix works on paired data and cyclegan works can use unpaired data.

Marius1235 OP t1_jca517k wrote on March 15, 2023 at 11:44 AM

#2,234,374

Replying to incrapnito (#2,234,297)

Thanks! I will take a look =)

[deleted] t1_jca7xru wrote on March 15, 2023 at 12:13 PM

#2,234,545

Replying to incrapnito (#2,234,297)

[deleted]

immo_92_ t1_jcaa4og wrote on March 15, 2023 at 12:32 PM

#2,234,702

GAN's

Focused-Joe t1_jcc95jw wrote on March 15, 2023 at 8:14 PM

#2,238,481

Haven't you learned anything yet ?