|9 months ago||3 months ago|
|GNU General Public License v3.0 or later||MIT License|
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Make-A-Video is a state-of-the-art AI system that generates videos from text
I actually have been trying it out this week, and in fact it's currently trying to process the video generation, like their example shows. While I was able to follow their steps for training using their dataset, and generate the lighting/depth maps for the milkcarton example, the video generation is taking a long time (over 24hours, using a 3070Ti with 8GB VRAM).
From what I understand with NeROIC, it's not particularly meant to be able to generate an 3D model that can be imported into Blender (or other software). It requires more work to take the meshes it generates to do something with it. See https://github.com/snap-research/NeROIC/issues/10
Ai generated 3d models?
5 projects | /r/3Dprinting | 27 Dec 2022
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.
2 projects | /r/StableDiffusion | 7 Dec 2022
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?
6 projects | /r/machinelearningnews | 7 Sep 2022
How long until AI is able to make assets from a prompt?
2 projects | /r/gamedev | 5 Sep 2022
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
7 projects | /r/MachineLearning | 23 Aug 2022
[R] 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
2 projects | /r/MachineLearning | 25 Dec 2021
Code for https://arxiv.org/abs/2112.03221 found: https://threedle.github.io/text2mesh/2 projects | /r/MachineLearning | 25 Dec 2021
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
jukebox - Code for the paper "Jukebox: A Generative Model for Music"
instant-ngp - Instant neural graphics primitives: lightning fast NeRF and more
CenterSnap - Pytorch code for ICRA'22 paper: "Single-Shot Multi-Object 3D Shape Reconstruction and Categorical 6D Pose and Size Estimation"
neural-style-pt - PyTorch implementation of neural style transfer algorithm
pix2pixHD - Synthesizing and manipulating 2048x1024 images with conditional GANs
make-a-video-pytorch - Implementation of Make-A-Video, new SOTA text to video generator from Meta AI, in Pytorch
ml-gmpi - Official PyTorch implementation of GMPI (ECCV 2022, Oral Presentation)