TensoRF vs fill

TensoRF

[ECCV 2022] Tensorial Radiance Fields, a novel approach to model and reconstruct radiance fields (by apchenstu)

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fill

Generative fill in 3D. (by fill3d)

3d-rendering fxnai generative-ai generative-fill

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fill3d.ai

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TensoRF		fill
	Project
1	Mentions	4
1,132	Stars	734
-	Growth	0.7%
2.9	Activity	6.1
7 months ago	Latest Commit	6 months ago
Python	Language	TypeScript
MIT License	License	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.

TensoRF

Posts with mentions or reviews of TensoRF. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-03-25.

Nvidia Research Turns 2D Photos into 3D Scenes in the Blink of an AI
9 projects | news.ycombinator.com | 25 Mar 2022

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

fill

Posts with mentions or reviews of fill. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-09-28.

Show HN: Generative Fill with AI and 3D
1 project | /r/patient_hackernews | 1 Oct 2023
Show HN: Ultra-Realistic Generative Fill with AI and 3D
4 projects | news.ycombinator.com | 28 Sep 2023

Not right now, but that's a great roadmap feature. It should be trivial with today's model (object detection + inpainting). Created an issue: https://github.com/fill3d/fill/issues/2

What are some alternatives?

When comparing TensoRF and fill you can also consider the following projects:

instant-ngp - Instant neural graphics primitives: lightning fast NeRF and more

gateway - A Blazing Fast AI Gateway. Route to 100+ LLMs with 1 fast & friendly API.

nerf - Code release for NeRF (Neural Radiance Fields)

big-AGI - Generative AI suite powered by state-of-the-art models and providing advanced AI/AGI functions. It features AI personas, AGI functions, multi-model chats, text-to-image, voice, response streaming, code highlighting and execution, PDF import, presets for developers, much more. Deploy on-prem or in the cloud.

OpenSfM - Open source Structure-from-Motion pipeline

point-e - Point cloud diffusion for 3D model synthesis

awesome-NeRF - A curated list of awesome neural radiance fields papers

thoughtcoach - Change your perspective, change your life

Meshroom - 3D Reconstruction Software

webgl-mountains - Icelandic terrain with different times of day.

povray - The Persistence of Vision Raytracer: http://www.povray.org/