stylegan-encoder vs Deep-Learning

stylegan-encoder

StyleGAN Encoder - converts real images to latent space (by Puzer)

Deep-Learning

In-depth tutorials on deep learning. The first one is about image colorization using GANs (Generative Adversarial Nets). (by moein-shariatnia)

Deeplearning Machinelearning Machine Learning Deep Learning generative-adversarial-network image-colorization Tutorial paper-implementations conditional-gan Gan

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stylegan-encoder		Deep-Learning
	Project
3	Mentions	1
1,069	Stars	147
-	Growth	-
0.0	Activity	0.0
over 2 years ago	Latest Commit	4 months ago
Jupyter Notebook	Language	Jupyter Notebook
GNU General Public License v3.0 or later	License	MIT License

The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

stylegan-encoder

Posts with mentions or reviews of stylegan-encoder. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2020-12-29.

D Simple Questions Thread December 20 2020
1 project | /r/MachineLearning | 6 Jan 2021

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.

1 project | /r/MachineLearning | 29 Dec 2020

I'm working with StyleGAN-encoder, using the code from this jupyter notebook.
Face2comics Custom Stylegan2 With Psp Encoder
2 projects | /r/computervision | 29 Dec 2020

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

Posts with mentions or reviews of Deep-Learning. We have used some of these posts to build our list of alternatives and similar projects.

I made an in-depth tutorial on Image Colorization using Deep Learning (with U-Net and GANs)
1 project | /r/programming | 25 Jan 2021

What are some alternatives?

When comparing stylegan-encoder and Deep-Learning you can also consider the following projects:

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).