eg3d
By NVlabs
stylegan-xl
[SIGGRAPH'22] StyleGAN-XL: Scaling StyleGAN to Large Diverse Datasets (by autonomousvision)
| eg3d | stylegan-xl | |
|---|---|---|
| 10 | 4 | |
| 3,124 | 944 | |
| 0.6% | 0.5% | |
| 0.0 | 0.0 | |
| 11 months ago | 16 days ago | |
| Python | Python | |
| GNU General Public License v3.0 or later | 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.
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.
eg3d
Posts with mentions or reviews of eg3d.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-06-23.
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Synthesized 360 views of Stable Diffusion generated photos with PanoHead
It's based on this, which has cats https://github.com/NVlabs/eg3d
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2D to 3D easily
EG3D is not a new idea, but developers claim that it works significantly faster and more effective than other neural networks. It is open source, you can test it on GitHub (https://github.com/NVlabs/eg3d).
- Who is building StableDiffusion/DALL-E but for 3D assets?
- [D] Diffusers applied to 3D model generation
- EG3D: Efficient Geometry-aware 3D Generative Adversarial Networks
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Researchers at Stanford have developed an Artificial Intelligence (AI) model, EG3D, that can generate random images of faces and other objects with high resolution together with underlying geometric structures
Continue reading | Checkout the paper, github
- unresolved external symbol while running eg3d code
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[D] NVlabs finally released the code for EG3D, but no inversion script?
So we can finally play around with the cool NVLabs EG3D, but they refuse to release the inversion script.
- EG3D: Efficient Geometry-Aware 3D Generative Adversarial Networks
stylegan-xl
Posts with mentions or reviews of stylegan-xl.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-06-21.
-
[D] NVlabs finally released the code for EG3D, but no inversion script?
You should be able to use the (pivotal tuning) inversion script from here: https://github.com/autonomousvision/stylegan_xl/blob/main/run_inversion.py
- [D] What is the largest / most diverse GAN model currently out there?
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Colab notebook "StyleganXL+CLIP (Modified)" from RiversHaveWings
Model.
- [R][P] StyleGAN-XL: Scaling StyleGAN to Large Diverse Datasets + Gradio Web Demo
What are some alternatives?
When comparing eg3d and stylegan-xl you can also consider the following projects:
Clip-Forge
StyleCLIP - Official Implementation for "StyleCLIP: Text-Driven Manipulation of StyleGAN Imagery" (ICCV 2021 Oral)
PanoHead - Code Repository for CVPR 2023 Paper "PanoHead: Geometry-Aware 3D Full-Head Synthesis in 360 degree"
text2voxels - Generate 3D voxels from text with AI
PanoHead - Code Repository for CVPR 2023 Paper "PanoHead: Geometry-Aware 3D Full-Head Synthesis in 360 degree"
ml-gmpi - Official PyTorch implementation of GMPI (ECCV 2022, Oral Presentation)
CenterSnap - Pytorch code for ICRA'22 paper: "Single-Shot Multi-Object 3D Shape Reconstruction and Categorical 6D Pose and Size Estimation"
text2mesh - 3D mesh stylization driven by a text input in PyTorch