instant-ngp
Instant neural graphics primitives: lightning fast NeRF and more (by NVlabs)
GET3D
By nv-tlabs
| instant-ngp | GET3D | |
|---|---|---|
| 147 | 17 | |
| 15,364 | 4,122 | |
| 1.1% | 0.6% | |
| 6.7 | 4.2 | |
| 15 days ago | 6 months ago | |
| Cuda | Python | |
| GNU General Public License v3.0 or later | GNU General Public License v3.0 or later |
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
Posts with mentions or reviews of instant-ngp.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-07-04.
- I want a 3d scanner...
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Mind-blowing results (LORA/Checkpoint mix)
This is really cool! Could you now use something like this to turn the new images in a 3d model? Or even use open pose (controlnet) to generate a bunch of images from different angles and use InstantNeRF to make a 3d model for free!
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Scanning in real life environments to be viewed in VR >>> taking pictures. Simple process from video -> render, using instant-ngp
It is at this point that you should have Instant-NGP setup. The script for the COLMAP processing is in the repo, as well as the steps to perform it. My exact parameters were 3 fps and 16 aabb. It is pretty helpful to add the scripts directory into path for exact access system-wide.
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[D] NeRF, LeRF, Prolific Dreamer, Neuralangelo, and a lot of other cool NeRF research
[Project Page] https://nvlabs.github.io/instant-ngp/
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Zip-NeRF: Anti-Aliased Grid-Based Neural Radiance Fields
instant-ngp ([1]) from NVIDIA can render NeRF in VR in real-time, assuming a very good desktop video card. Note that instant-ngp is not as photo-realistic as Zip-NeRF. But it's still very good!
1. https://github.com/NVlabs/instant-ngp
- How about Ranger Green?
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Roast my MC kit
Playing around with neRF AI (https://github.com/NVlabs/instant-ngp) to create some 3d gear reveals. I think this a fun way to show off a kit, what do you think?
- Has anyone tried to generate images from enough angles to feed Nvidia Nerf to make 3D models?
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Instant NPG: how do minimize noise and maximize quality? Tips welcome!
3 not sure if it's the one you want but the -aabb_scale is a crop. This page recommends trying a large value of 128 for some outdoor scenes: https://github.com/NVlabs/instant-ngp/blob/master/docs/nerf_dataset_tips.md
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I NeRF'd the new Taco Bell on Rt. 40
I don't know about lumalabs, but basically all NeRF projects these days are based on NVIDIAs Instant neural graphics primitives ( GitHub: instant-ngp). It utilizes COLMAP for SfM (preprocessing step for the neural network) and runs on average Geforce cards pretty good. The fox example (50 photos) on their page literally takes 5 seconds to complete.
GET3D
Posts with mentions or reviews of GET3D.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-07-22.
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Egregoria is a city simulation with high granularity
Check out: https://github.com/nv-tlabs/GET3D
License looks open. Very demanding hardware requirements (8 A100s).
- Tell HN: The next generation of videogames will be great with midjourney
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Save money for figure by generate one
With CharTurner it might be possible to extrapolate out a 3D model 🤔 Nvidia was messing with it back in Fall of least year. https://github.com/nv-tlabs/GET3D
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Creating 3D models using NVIDIA Get3D
Get 3D Code: https://github.com/nv-tlabs/GET3D
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Ai generated 3d models?
GET3D
- Game development is about to go wild with AI
- 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.
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Do you have any tips for converting 2D image to 3D, have you tried asking SD to do various different angles of the same image?
You are going to have a hard time from an SD image as you can't reliably get other angles to build a model, Nvidia's Get3D can try from a single image but the results are basic from what I can make out but I have not run it myself yet : https://github.com/nv-tlabs/GET3D
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RTX 4090 Launch Thread - Surprise Inside
Honestly: I'm looking into getting a 4090, as someone with a 3090. I really, really push my card doing AI assisted video sequences, machine learning, simulations in blender, production for The largest metaverse convention in the world , and being able to record and stream to AV1 on the fly would be icing on the cake. Though I wish it had 48gb of Vram for custom ML training datasets to use nvidia's nerfs and tlabs Get3d, 24 will do for now. It also pushes through vr pretty well when paired with pci-e 5. Or running renderdoc or anything else. I'm currently working with a small team for an exhibit at Raindance Immersive, and I know the 30+ minutes it takes to generate 30 seconds of footage right now would be easially cut in half for this new show.
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This room is dynamically generated with GPT-3 creating its person, items and writings, while SD paints the pictures on the wall.
Do you have the resources to run https://github.com/nv-tlabs/GET3D to try to AI generate objects GPT-3 references?
What are some alternatives?
When comparing instant-ngp and GET3D you can also consider the following projects:
awesome-NeRF - A curated list of awesome neural radiance fields papers
stable-dreamfusion - Text-to-3D & Image-to-3D & Mesh Exportation with NeRF + Diffusion.
tiny-cuda-nn - Lightning fast C++/CUDA neural network framework
hashcat - World's fastest and most advanced password recovery utility
nerf-pytorch - A PyTorch implementation of NeRF (Neural Radiance Fields) that reproduces the results.
magic3d-pytorch - Implementation of Magic3D, Text to 3D content synthesis, in Pytorch
TensoRF - [ECCV 2022] Tensorial Radiance Fields, a novel approach to model and reconstruct radiance fields
stable-diffusion-webui - Stable Diffusion web UI
colmap - COLMAP - Structure-from-Motion and Multi-View Stereo
inline_tweak - Tweak a Rust value directly in the source code
instant-meshes - Interactive field-aligned mesh generator
point-e - Point cloud diffusion for 3D model synthesis