instant-ngp-Windows
Instant neural graphics primitives: lightning fast NeRF and more (by bycloudai)
nerf
Code release for NeRF (Neural Radiance Fields) (by bmild)
| instant-ngp-Windows | nerf | |
|---|---|---|
| 12 | 6 | |
| 486 | 9,391 | |
| - | - | |
| 0.0 | 0.0 | |
| over 1 year ago | 7 months ago | |
| Cuda | Jupyter Notebook | |
| 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.
instant-ngp-Windows
Posts with mentions or reviews of instant-ngp-Windows.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-01-12.
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NVIDIA NeRF installation?
This video really helped me get it going step by step. He's pretty clear and walks through it all https://www.youtube.com/watch?v=kq9xlvz73Rg And the accompanying github repo: https://github.com/bycloudai/instant-ngp-Windows
- shelf of weird thrift store things
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How to rotate a image
Hello! I was trying to convert a image generated by StableDiffusion to 3D model. I used instant-ngp but it needs more than one image (from differents angles) to work.
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Rendered using instant NGP, with training time of 5 minutes with 72 pics, GTX 1650ti
https://github.com/bycloudai/instant-ngp-Windows - give this a try
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PC specs and hardware required for making photogrammetry & NeRF's?
I run Instant NGP on Windows 10, Ryzen 5 3600X, 32GB RAM, with a 1070ti (8GB). I have to set aabb_scale to 4. It only takes about 2-3 minutes of training to come up with a decent enough model, but the GUI is unbearably slow. Same setup but with an Intel processor (I forget what model specifically, but it's older than the Ryzen 5) and it still takes the same amount of time, but the GUI is more responsive and I can actually press buttons.
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Using Nvidia instant-ngp, I was able to recreate a room tour into a 3D space. This took roughly 40 minutes to train, and about 2 hours (on a RTX 2060) to render with the original camera movement. (Repo in comments). I could train it a bit longer, but 2060 is tired. 2060 must rest.
If you have trouble setting up, this persons repo help me https://github.com/bycloudai/instant-ngp-Windows
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We took over a 100+ NVIDIA's NeRFs (Neural Radiance Field) over the past year. We truly think their AI will change the game if they decide to release it commercially.
Instructions for Windows: https://github.com/bycloudai/instant-ngp-Windows
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Rendering myself with NVIDIA's Instant NeRF
In this blogpost I will give you a high overview regarding setup and also some tips that I figured out on the way, beside the info in official repository you can find a great tutorial here if you would like to know how it is done in the details.
- NeRF of my friend being a fairy in the woods
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NeRF + Point Cloud From a 33 Second Video!
Unfortunately, no. This guy has a great walkthrough for non-programmers: https://github.com/bycloudai/instant-ngp-Windows
nerf
Posts with mentions or reviews of nerf.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-07-27.
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I created hundreds of golems using SD & Dreambooth. Check it out and LMK what you think?
I haven't tried personally but have header great things about the NERF work (esp. coming out of nvidia). Something like this: https://github.com/bmild/nerf
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We took over a 100+ NVIDIA's NeRFs (Neural Radiance Field) over the past year. We truly think their AI will change the game if they decide to release it commercially.
Here’s the link to the github:)
- Nvidia Research Turns 2D Photos into 3D Scenes in the Blink of an AI
- 100x faster NeRF explained - Plenoxels: Radiance Fields without Neural Networks 5-minute summary (by Casual GAN Papers)
- Photogrammetry for Selfies: "Nerfies"
What are some alternatives?
When comparing instant-ngp-Windows and nerf you can also consider the following projects:
instant-ngp - Instant neural graphics primitives: lightning fast NeRF and more
colmap - COLMAP - Structure-from-Motion and Multi-View Stereo
instant-ngp - Instant neural graphics primitives: lightning fast NeRF and more
instant-ngp-helper
awesome-NeRF - A curated list of awesome neural radiance fields papers
pi-GAN-pytorch - Implementation of π-GAN, for 3d-aware image synthesis, in Pytorch
TensoRF - [ECCV 2022] Tensorial Radiance Fields, a novel approach to model and reconstruct radiance fields
IDE-3D - [SIGGRAPH Asia 2022] IDE-3D: Interactive Disentangled Editing For High-Resolution 3D-aware Portrait Synthesis