stylegan-encoder
color_transfer
| stylegan-encoder | color_transfer | |
|---|---|---|
| 3 | 1 | |
| 1,069 | 474 | |
| - | - | |
| 0.0 | 0.0 | |
| over 2 years ago | over 4 years ago | |
| Jupyter Notebook | Python | |
| GNU General Public License v3.0 or later | MIT License |
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stylegan-encoder
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D Simple Questions Thread December 20 2020
Hello! I am trying to run stylegan-encoder using their pre-written jupyter notebook. I am using tensorflow 1.14 and have ensured that it is connected to a GPU on google colab.
I'm working with StyleGAN-encoder, using the code from this jupyter notebook.
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Face2comics Custom Stylegan2 With Psp Encoder
I quad transform face first when aligning (using FFHQ dataset script https://github.com/Puzer/stylegan-encoder/blob/master/ffhq_dataset/face_alignment.pyadapted to MTCNN 5-ish landmarks instead of 68 landmarks from dlib that's used there). Modified alignment functon also returns all transforms made to the face, so I can later use quad transform to realign and paste it back.
color_transfer
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Face2comics Custom Stylegan2 With Psp Encoder
CNNs for bg are simple:the 1st is a cyclegan resnet https://github.com/junyanz/CycleGANand second is a small style transfer resnet from pytorch examples https://github.com/pytorch/examples/tree/master/fast_neural_styleColor matching is done with this script https://github.com/jrosebr1/color_transfer
What are some alternatives?
Cartoon-StyleGAN - Fine-tuning StyleGAN2 for Cartoon Face Generation
ganbert-pytorch - Enhancing the BERT training with Semi-supervised Generative Adversarial Networks in Pytorch/HuggingFace
PTI - Official Implementation for "Pivotal Tuning for Latent-based editing of Real Images" (ACM TOG 2022) https://arxiv.org/abs/2106.05744
ganspace - Discovering Interpretable GAN Controls [NeurIPS 2020]
DotA2-Icon-GAN - Using GANs to generate DotA2 Ability Icons
Deep-Learning - In-depth tutorials on deep learning. The first one is about image colorization using GANs (Generative Adversarial Nets).
TraVeLGAN_with_perceptual_loss - The implementation code of Thesis project which entitled "Photo-to-Emoji Transformation with TraVeLGAN and Perceptual Loss" as a final project in my master study.
DCT-Net - Official implementation of "DCT-Net: Domain-Calibrated Translation for Portrait Stylization", SIGGRAPH 2022 (TOG); Multi-style cartoonization