contrastive-unpaired-translation
awesome-image-translation
contrastive-unpaired-translation | awesome-image-translation | |
---|---|---|
6 | 2 | |
2,102 | 1,114 | |
- | - | |
2.1 | 5.3 | |
8 months ago | 27 days ago | |
Python | ||
GNU General Public License v3.0 or later | MIT License |
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.
contrastive-unpaired-translation
- Help me with my GANS project
-
[D] What is current SOTA in Image to Image Translation?
For unpaired image-to-image translation, the SOTA is probably Contrastive Unpaired Translation, which is developed by the same group that developed CycleGAN and is kind of the successor algorithm.
-
[P] Can't finish my master's thesis. What to do?
Here is link number 1 - Previous text "CUT"
-
[D] What are techniques for few shot domain adaptation?
Code for https://arxiv.org/abs/2007.15651 found: https://github.com/taesungp/contrastive-unpaired-translation
- [D] What's the successor to pix2pixHD
awesome-image-translation
-
[D] Whats the current state of the art in image style transfer?
You can also refer to these github repo that keep tracks of papers on image-to-image translation: https://github.com/weihaox/awesome-image-translation
-
[D] What is current SOTA in Image to Image Translation?
Here are basically most of the papers gathered: https://github.com/weihaox/awesome-image-translation.
What are some alternatives?
pix2pixHD - Synthesizing and manipulating 2048x1024 images with conditional GANs
pix2pix - Image-to-image translation with conditional adversarial nets
CycleGAN - Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.
pytorch-CycleGAN-and-pix2pix - Image-to-Image Translation in PyTorch
pytorch-AdaIN - Unofficial pytorch implementation of 'Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization' [Huang+, ICCV2017]
AdaIN-style - Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization
vrn - :man: Code for "Large Pose 3D Face Reconstruction from a Single Image via Direct Volumetric CNN Regression"
mmagic - OpenMMLab Multimodal Advanced, Generative, and Intelligent Creation Toolbox. Unlock the magic 🪄: Generative-AI (AIGC), easy-to-use APIs, awsome model zoo, diffusion models, for text-to-image generation, image/video restoration/enhancement, etc.
PyTorch-GAN - PyTorch implementations of Generative Adversarial Networks.
cartoonize - A demo webapp to convert images and videos into cartoon!
cycle-gan-pytorch - This repository contains an implementation of the Cylce-GAN architecture for style transfer along with instructions to train on an own dataset.