prolificdreamer
Official code of ProlificDreamer: High-Fidelity and Diverse Text-to-3D Generation with Variational Score Distillation (NeurIPS 2023 Spotlight) (by thu-ml)
hyperreel
Code release for HyperReel: High-Fidelity 6-DoF Video with Ray-Conditioned Sampling (by facebookresearch)
| prolificdreamer | hyperreel | |
|---|---|---|
| 5 | 3 | |
| 1,387 | 454 | |
| 3.0% | - | |
| 4.5 | 10.0 | |
| 6 months ago | about 1 year ago | |
| Python | Python | |
| Apache License 2.0 | 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.
prolificdreamer
Posts with mentions or reviews of prolificdreamer.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-08-03.
- ProlificDreamer: High-Fidelity and Diverse Text-to-3D Generation
-
Magic123: One Image to High-Quality 3D Object Generation
Interesting work! But given the time and complexity of the generation, I think VSD-loss based implementations have higher fidelity. See https://github.com/thu-ml/prolificdreamer or https://github.com/threestudio-project/threestudio/tree/main...
-
[D] NeRF, LeRF, Prolific Dreamer, Neuralangelo, and a lot of other cool NeRF research
[Code] https://github.com/thu-ml/prolificdreamer
-
Is it possible for me to approximate a depth map from a generated image and make a 3D model?
Personally, I'm waiting for code to drop for this one: https://github.com/thu-ml/prolificdreamer
hyperreel
Posts with mentions or reviews of hyperreel.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-06-10.
-
[D] NeRF, LeRF, Prolific Dreamer, Neuralangelo, and a lot of other cool NeRF research
[Code] https://github.com/facebookresearch/hyperreel
-
New work from MetaAI HyperReel. Looks like VR will get a new killer app. Essentially a high-res 4D experience replay
"The code released for HyperReel is open-source and can be accessed here."
-
This Artificial Intelligence (AI) Paper Introduces HyperReel: A Novel 6-DoF Video Representation
Quick Read: https://www.marktechpost.com/2023/01/09/this-artificial-intelligence-ai-paper-introduces-hyperreel-a-novel-6-dof-video-representation/ Paper: https://arxiv.org/pdf/2301.02238.pdf Code: https://github.com/facebookresearch/hyperreel Project: https://hyperreel.github.io/ Get Cool AI Research News in Your Email- Subscribe to Our Newsletter here https://marktechpost-newsletter.beehiiv.com/subscribe
What are some alternatives?
When comparing prolificdreamer and hyperreel you can also consider the following projects:
stable-diffusion-howto - Run Stable Diffusion on your M1 Mac’s GPU (Intel and non-Apple PCs are also supported)
ms-nerf - Multi-Space Neural Radiance Fields(CVPR 2023)
instruct-pix2pix
HiFA
instant-ngp - Instant neural graphics primitives: lightning fast NeRF and more
MixNeRF - [CVPR2023] MixNeRF: Modeling a Ray with Mixture Density for Novel View Synthesis from Sparse Inputs
threestudio - A unified framework for 3D content generation.
BungeeNeRF - [ECCV22] BungeeNeRF: Progressive Neural Radiance Field for Extreme Multi-scale Scene Rendering
Sin3DGen
lerf - Code for LERF: Language Embedded Radiance Fields
prolificdreamer vs stable-diffusion-howto
hyperreel vs ms-nerf
prolificdreamer vs instruct-pix2pix
hyperreel vs HiFA
prolificdreamer vs instant-ngp
hyperreel vs MixNeRF
prolificdreamer vs threestudio
hyperreel vs instruct-pix2pix
prolificdreamer vs BungeeNeRF
hyperreel vs Sin3DGen
prolificdreamer vs lerf
hyperreel vs lerf