TensoRF
nerf
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| TensoRF | nerf | |
|---|---|---|
| 1 | 6 | |
| 1,132 | 9,374 | |
| - | - | |
| 2.9 | 0.0 | |
| 7 months ago | 6 months ago | |
| Python | Jupyter Notebook | |
| MIT License | MIT License |
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TensoRF
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Nvidia Research Turns 2D Photos into 3D Scenes in the Blink of an AI
This is great, and the paper+codebase they're referring to (but not linking, here [1]) is neat too.
The research is moving fast though, so if you want something almost as fast without specialized CUDA kernels (just plain pytorch) you're in luck: https://github.com/apchenstu/TensoRF
As a bonus you also get a more compact representation of the scene.
[1] https://github.com/NVlabs/instant-ngp
nerf
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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?
instant-ngp - Instant neural graphics primitives: lightning fast NeRF and more
colmap - COLMAP - Structure-from-Motion and Multi-View Stereo
OpenSfM - Open source Structure-from-Motion pipeline
fill - Generative fill in 3D.
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
Meshroom - 3D Reconstruction Software
instant-ngp-Windows - Instant neural graphics primitives: lightning fast NeRF and more
IDE-3D - [SIGGRAPH Asia 2022] IDE-3D: Interactive Disentangled Editing For High-Resolution 3D-aware Portrait Synthesis