pix2pixHD
Synthesizing and manipulating 2048x1024 images with conditional GANs (by NVIDIA)
DeepSIM
Official PyTorch implementation of the paper: "DeepSIM: Image Shape Manipulation from a Single Augmented Training Sample" (ICCV 2021 Oral) (by eliahuhorwitz)
| pix2pixHD | DeepSIM | |
|---|---|---|
| 6 | 3 | |
| 6,792 | 425 | |
| 0.2% | 0.0% | |
| 2.2 | 1.8 | |
| 8 months ago | over 3 years ago | |
| Python | Python | |
| GNU General Public License v3.0 or later | GNU General Public License v3.0 or later |
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.
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.
pix2pixHD
Posts with mentions or reviews of pix2pixHD.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-02-04.
- 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.
DeepSIM
Posts with mentions or reviews of DeepSIM.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2021-09-25.
-
[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!
-
Israeli Researchers Unveil DeepSIM, a Neural Generative Model for Conditional Image Manipulation Based on a Single Image
5 Min Read | Paper | Project | Code
What are some alternatives?
When comparing pix2pixHD and DeepSIM you can also consider the following projects:
pytorch-CycleGAN-and-pix2pix - Image-to-Image Translation in PyTorch
anycost-gan - [CVPR 2021] Anycost GANs for Interactive Image Synthesis and Editing
generative-inpainting-pytorch - A PyTorch reimplementation for paper Generative Image Inpainting with Contextual Attention (https://arxiv.org/abs/1801.07892)
SDEdit - PyTorch implementation for SDEdit: Image Synthesis and Editing with Stochastic Differential Equations
Im2Vec - [CVPR 2021 Oral] Im2Vec Synthesizing Vector Graphics without Vector Supervision
Text2LIVE - Official Pytorch Implementation for "Text2LIVE: Text-Driven Layered Image and Video Editing" (ECCV 2022 Oral)