prolificdreamer
Official code of ProlificDreamer: High-Fidelity and Diverse Text-to-3D Generation with Variational Score Distillation (NeurIPS 2023 Spotlight) (by thu-ml)
Neural-Scene-Flow-Fields
PyTorch implementation of paper "Neural Scene Flow Fields for Space-Time View Synthesis of Dynamic Scenes" (by zhengqili)
| prolificdreamer | Neural-Scene-Flow-Fields | |
|---|---|---|
| 5 | 4 | |
| 1,387 | 694 | |
| 3.0% | - | |
| 4.5 | 2.6 | |
| 6 months ago | almost 2 years 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
Neural-Scene-Flow-Fields
Posts with mentions or reviews of Neural-Scene-Flow-Fields.
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
-
"Paint by Word", Bau et al 2021 (using CLIP+BigGAN/StyleGAN to edit images & inpaint deleted segments based on word inputs like "rustic")
Here's the link to the Github. Not Colab based but you can download a pretrained model and test it locally https://github.com/zhengqili/Neural-Scene-Flow-Fields
- [D] Neural Scene Radiance Fields - Depth Estimation & 3D Scene Reconstruction for 3D Video Stabilization
- 3D Video Stabilization with AI via Depth Estimation & 3D Scene Reconstruction [NSFF]
What are some alternatives?
When comparing prolificdreamer and Neural-Scene-Flow-Fields you can also consider the following projects:
hyperreel - Code release for HyperReel: High-Fidelity 6-DoF Video with Ray-Conditioned Sampling
ms-nerf - Multi-Space Neural Radiance Fields(CVPR 2023)
stable-diffusion-howto - Run Stable Diffusion on your M1 Mac’s GPU (Intel and non-Apple PCs are also supported)
BungeeNeRF - [ECCV22] BungeeNeRF: Progressive Neural Radiance Field for Extreme Multi-scale Scene Rendering
instruct-pix2pix
VideoLoop3D - Code for CVPR2023: 3D Video Loops from Asynchronous Input
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.
Sin3DGen
lerf - Code for LERF: Language Embedded Radiance Fields
prolificdreamer vs hyperreel
Neural-Scene-Flow-Fields vs ms-nerf
prolificdreamer vs stable-diffusion-howto
Neural-Scene-Flow-Fields vs BungeeNeRF
prolificdreamer vs instruct-pix2pix
Neural-Scene-Flow-Fields vs VideoLoop3D
prolificdreamer vs instant-ngp
Neural-Scene-Flow-Fields vs MixNeRF
prolificdreamer vs threestudio
Neural-Scene-Flow-Fields vs Sin3DGen
prolificdreamer vs BungeeNeRF
Neural-Scene-Flow-Fields vs lerf