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Top 23 3d-reconstruction Open-Source Projects
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
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OpenMVG (open Multiple View Geometry)
open Multiple View Geometry library. Basis for 3D computer vision and Structure from Motion.
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WorkOS
The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
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NeuralRecon
Code for "NeuralRecon: Real-Time Coherent 3D Reconstruction from Monocular Video", CVPR 2021 oral
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r3live
A Robust, Real-time, RGB-colored, LiDAR-Inertial-Visual tightly-coupled state Estimation and mapping package
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PIFu
This repository contains the code for the paper "PIFu: Pixel-Aligned Implicit Function for High-Resolution Clothed Human Digitization"
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TensoRF
[ECCV 2022] Tensorial Radiance Fields, a novel approach to model and reconstruct radiance fields
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BoofCV
Fast computer vision library for SFM, calibration, fiducials, tracking, image processing, and more.
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Photogrammetry-Guide
Photogrammetry Guide. Photogrammetry is widely used for Aerial surveying, Agriculture, Architecture, 3D Games, Robotics, Archaeology, Construction, Emergency management, and Medical.
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Project mention: Smerf: Streamable Memory Efficient Radiance Fields | news.ycombinator.com | 2023-12-13You’re under the right paper for doing this. Instead of one big model, they have several smaller ones for regions in the scene. This way rendering is fast for large scenes.
This is similar to Block-NeRF [0], in their project page they show some videos of what you’re asking.
As for an easy way of doing this, nothing out-of-the-box. You can keep an eye on nerfstudio [1], and if you feel brave you could implement this paper and make a PR!
[0] https://waymo.com/intl/es/research/block-nerf/
[1] https://github.com/nerfstudio-project/nerfstudio
Project mention: Zip-NeRF: Anti-Aliased Grid-Based Neural Radiance Fields | news.ycombinator.com | 2023-06-06I'm anxiously waiting for the code (or for someone to reimplement it open source). Sounds very fun to play with.
I've recently been having fun with OpenMVS [1]. Using Gaussian splatting (which is initialized with a point cloud) would bring it to the next level!
[1] https://github.com/cdcseacave/openMVS
Project mention: Nvidia Is Now More Valuable Than Amazon and Google | news.ycombinator.com | 2024-02-12A lot of projects have trouble moving off of Nvidia's proprietary CUDA platform. An example is this [1] ML repo, the issue has been open for years...
[1] https://github.com/alicevision/AliceVision/issues/439
Project mention: Question: can we create floor plan from 360 images of house. | /r/computervision | 2023-06-30
Project mention: Why no REAL sliced 3D representation in ANY slicer software?? | /r/LycheeSlicer | 2023-12-11
BoofCV https://github.com/lessthanoptimal/BoofCV
Project mention: ECON: Explicit Clothed humans Optimized via Normal integration | /r/StableDiffusion | 2023-06-09I think you forgot the content https://github.com/YuliangXiu/ECON
NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
3d-reconstruction related posts
- Nvidia Is Now More Valuable Than Amazon and Google
- AI bots saying I made a fake post: NOT FAKE POST
- Gaussian Splatting is pretty cool
- How would you tackle modeling something like this? Mesh modeling or sculpting?
- Question: can we create floor plan from 360 images of house.
- Sorry if this question is not allowed but I was directed to this page. I volunteer for an animal sanctuary with many disabled dogs and I was informed that 3d printers can be used to customise wheelchairs? Does anyone here do this or can point me in the right direction? Thank you
- Can anyone scan this if I mail it to them?
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A note from our sponsor - SaaSHub
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Index
What are some of the best open-source 3d-reconstruction projects? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | instant-ngp | 15,329 |
| 2 | Meshroom | 10,571 |
| 3 | 3D-Machine-Learning | 9,323 |
| 4 | nerfstudio | 8,449 |
| 5 | OpenMVG (open Multiple View Geometry) | 5,457 |
| 6 | meshlab | 4,415 |
| 7 | OpenSfM | 3,214 |
| 8 | openMVS | 3,098 |
| 9 | AliceVision | 2,835 |
| 10 | BlenderProc | 2,536 |
| 11 | NeuralRecon | 1,923 |
| 12 | sdfstudio | 1,855 |
| 13 | r3live | 1,846 |
| 14 | PIFu | 1,732 |
| 15 | Kimera | 1,646 |
| 16 | ICON | 1,541 |
| 17 | TensoRF | 1,133 |
| 18 | tsdf-fusion-python | 1,087 |
| 19 | UVtools | 1,072 |
| 20 | BoofCV | 1,035 |
| 21 | Photogrammetry-Guide | 1,021 |
| 22 | ECON | 1,021 |
| 23 | 3D-Reconstruction-with-Deep-Learning-Methods | 848 |
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