Comments (3)
The problem with using StyleGAN out of the box for video generation is that it will not be temporally consistent. Therefore, if you want to work with something simple, I would recommend using something that is based on pix2pixHD. There are some StyleGAN-based works for video/animation generation but they require a lot of tricks to get temporally consistent results.
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pix2pixHD
OK. iTry it,can you give me a methods of producing data(a Pair of data),like this:
(It's a bit of a mismatch)
from pixel2style2pixel.
Maybe something like AnimeGAN is something that you are looking for. For example:
https://github.com/TachibanaYoshino/AnimeGANv3#art-face-to-usa-cartoon-style
Other than that, I am not too familiar with stylization works.
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Related Issues (20)
- Use the pre-trained model for training HOT 2
- do a huggingface demo HOT 1
- How to train on paired data? HOT 1
- latent image editing HOT 1
- About celebs_seg_to_face HOT 1
- multiple GPUs HOT 4
- Using my own pretrained model from vanilla StyleGAN2 HOT 3
- A problem about how to get diverse images? HOT 1
- the output image become brown HOT 3
- Need help with running the code on CPU HOT 1
- loading pretrained weights, STACK_GLOBAL requires str HOT 1
- How to train pSp on Z+ space? HOT 2
- Is it possible to create output images in profile (side-on) perspective using sketch to face? HOT 1
- Single channel input with Moco loss not working. HOT 2
- Some error reporting problems encountered during operation HOT 1
- How to use other identity loss rather than Arcface or Moco HOT 2
- How to use psp for Face beautification
- loss jump problem HOT 1
- Retraining
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