text2mesh
pix2pixHD
| text2mesh | pix2pixHD | |
|---|---|---|
| 14 | 6 | |
| 910 | 6,545 | |
| 0.8% | 0.7% | |
| 2.8 | 0.0 | |
| 3 days ago | 12 months ago | |
| Jupyter Notebook | Python | |
| MIT License | GNU General Public License v3.0 or later |
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text2mesh
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Ai generated 3d models?
Text2Mesh
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Absolutely crazy - addon in blender to add textures to models with text prompts. Dream Textures (SD for Blender) - free addon. My god, it's accelerating at the speed of light.
Or this one: https://github.com/threedle/text2mesh
- Make-A-Video is a state-of-the-art AI system that generates videos from text
- Who is building StableDiffusion/DALL-E but for 3D assets?
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How long until AI is able to make assets from a prompt?
https://medium.com/mlearning-ai/text-to-3d-generation-cb8ce2c7f0f7 https://threedle.github.io/text2mesh/ https://www.nasir.lol/clipmesh
- [D] Diffusers applied to 3D model generation
- [R] Text to Mesh Without 3D Supervision Using Limit Subdivision (Clipmesh)
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3D projection of Vqgan-clip (@zybrid.studio)
my guess would be text2mesh? https://github.com/threedle/text2mesh
- Researchers from the University of Chicago and Tel Aviv University Introduce ‘Text2Mesh’: A Novel Framework to Alter both Color and Geometry of 3D Meshes According to a Textual Target
pix2pixHD
- How do I run more than 200 epochs in training a Pix2PixHD model?
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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.
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Image to hand drawn
Sources: U2Net, ArtLine, Pix2PixHD, APDrawingGAN
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[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!
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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?
SAFA - Official Pytorch Implementation of 3DV2021 paper: SAFA: Structure Aware Face Animation.
pytorch-CycleGAN-and-pix2pix - Image-to-Image Translation in PyTorch
Clip-Forge
awesome-colab-notebooks - Collection of google colaboratory notebooks for fast and easy experiments
CenterSnap - Pytorch code for ICRA'22 paper: "Single-Shot Multi-Object 3D Shape Reconstruction and Categorical 6D Pose and Size Estimation"
sofgan - [TOG 2022] SofGAN: A Portrait Image Generator with Dynamic Styling
face-parsing.PyTorch - Using modified BiSeNet for face parsing in PyTorch
NeROIC
generative-inpainting-pytorch - A PyTorch reimplementation for paper Generative Image Inpainting with Contextual Attention (https://arxiv.org/abs/1801.07892)
magic3d-pytorch - Implementation of Magic3D, Text to 3D content synthesis, in Pytorch
contrastive-unpaired-translation - Contrastive unpaired image-to-image translation, faster and lighter training than cyclegan (ECCV 2020, in PyTorch)