CycleGAN
pix2pixHD
CycleGAN | pix2pixHD | |
---|---|---|
2 | 6 | |
12,145 | 6,532 | |
- | 0.5% | |
2.5 | 0.0 | |
8 months ago | 12 months ago | |
Lua | Python | |
GNU General Public License v3.0 or later | GNU General Public License v3.0 or later |
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.
CycleGAN
-
good computer vision or deep learning projects in github
CycleGAN (GitHub: https://github.com/junyanz/CycleGAN) is a deep learning-based image-to-image translation approach without paired examples, implemented in PyTorch.
-
AI will take over all the jobs
It's image translation, check this out https://github.com/junyanz/CycleGAN
pix2pixHD
- How do I run more than 200 epochs in training a Pix2PixHD model?
-
NVIDIA DLSS Now Available in Over 150 Games, Including Dying Light 2 Stay Human, Sifu and Phantasy Star Online 2 New Genesis
Well, maybe not, considering things like pix2pix can generate detail from just solid shapes and colors.
-
Image to hand drawn
Sources: U2Net, ArtLine, Pix2PixHD, APDrawingGAN
-
[P] I made FaceShop! Instance segmentation + CGAN for editing faces (badly)
Pix2PixHD (from DeepSIM)
Uses a mix of instance segmentation (BiSeNet) and conditional GAN, and is heavily inspired by the Pix2PixHD and DeepSIM papers. Will have more details when I wake up!
-
How to access a class object when I use torch.nn.DataParallel()?
I used Pix2PixHD implementation in GitHub if you want to see the full code.
What are some alternatives?
pix2pix - Image-to-image translation with conditional adversarial nets
pytorch-CycleGAN-and-pix2pix - Image-to-Image Translation in PyTorch
Deep-Exemplar-based-Video-Colorization - The source code of CVPR 2019 paper "Deep Exemplar-based Video Colorization".
awesome-colab-notebooks - Collection of google colaboratory notebooks for fast and easy experiments
sofgan - [TOG 2022] SofGAN: A Portrait Image Generator with Dynamic Styling
contrastive-unpaired-translation - Contrastive unpaired image-to-image translation, faster and lighter training than cyclegan (ECCV 2020, in PyTorch)
face-parsing.PyTorch - Using modified BiSeNet for face parsing in PyTorch
faceswap-GAN - A denoising autoencoder + adversarial losses and attention mechanisms for face swapping.
generative-inpainting-pytorch - A PyTorch reimplementation for paper Generative Image Inpainting with Contextual Attention (https://arxiv.org/abs/1801.07892)
anycost-gan - [CVPR 2021] Anycost GANs for Interactive Image Synthesis and Editing