stylegan-encoder
Deep-Learning
stylegan-encoder | Deep-Learning | |
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3 | 1 | |
1,069 | 147 | |
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0.0 | 0.0 | |
over 2 years ago | 4 months ago | |
Jupyter Notebook | Jupyter Notebook | |
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.
Deep-Learning
What are some alternatives?
Cartoon-StyleGAN - Fine-tuning StyleGAN2 for Cartoon Face Generation
pixel2style2pixel - Official Implementation for "Encoding in Style: a StyleGAN Encoder for Image-to-Image Translation" (CVPR 2021) presenting the pixel2style2pixel (pSp) framework
ganbert-pytorch - Enhancing the BERT training with Semi-supervised Generative Adversarial Networks in Pytorch/HuggingFace
AvatarGAN - Generate Cartoon Images using Generative Adversarial Network
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]
anime_biggan_toy - Generate Amazing Anime Pictures With BigGAN. Just Have Fun !!!
DotA2-Icon-GAN - Using GANs to generate DotA2 Ability Icons
Artifact_Removal_GAN - A U-net GAN for jpeg artifact removal
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.
peacasso - UI interface for experimenting with multimodal (text, image) models (stable diffusion).