Top 23 Python 3d-reconstruction Projects

• Meshroom

  126 10,571 9.4 Python

  3D Reconstruction Software

  

Project mention: AI bots saying I made a fake post: NOT FAKE POST | /r/opensource | 2023-12-10

• nerfstudio

  10 8,488 9.6 Python

  A collaboration friendly studio for NeRFs

  

Project mention: Smerf: Streamable Memory Efficient Radiance Fields | news.ycombinator.com | 2023-12-13

You’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

• InfluxDB

  www.influxdata.com sponsored

  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.

  

• OpenSfM

  5 3,219 7.6 Python

  Open source Structure-from-Motion pipeline

  

• BlenderProc

  15 2,544 8.3 Python

  A procedural Blender pipeline for photorealistic training image generation

  

• NeuralRecon

  2 1,923 0.0 Python

  Code for "NeuralRecon: Real-Time Coherent 3D Reconstruction from Monocular Video", CVPR 2021 oral

  

Project mention: Question: can we create floor plan from 360 images of house. | /r/computervision | 2023-06-30

• sdfstudio

  1 1,855 6.2 Python

  A Unified Framework for Surface Reconstruction

  

• PIFu

  3 1,734 0.0 Python

  This repository contains the code for the paper "PIFu: Pixel-Aligned Implicit Function for High-Resolution Clothed Human Digitization"

• WorkOS

  workos.com sponsored

  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.

  

• ICON

  6 1,541 4.1 Python

  [CVPR'22] ICON: Implicit Clothed humans Obtained from Normals

• TensoRF

  1 1,133 2.9 Python

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

• tsdf-fusion-python

  2 1,087 0.0 Python

  Python code to fuse multiple RGB-D images into a TSDF voxel volume.

• Photogrammetry-Guide

  9 1,024 7.9 Python

  Photogrammetry Guide. Photogrammetry is widely used for Aerial surveying, Agriculture, Architecture, 3D Games, Robotics, Archaeology, Construction, Emergency management, and Medical.

• ECON

  2 1,021 5.2 Python

  [CVPR'23, Highlight] ECON: Explicit Clothed humans Optimized via Normal integration

Project mention: ECON: Explicit Clothed humans Optimized via Normal integration | /r/StableDiffusion | 2023-06-09

I think you forgot the content https://github.com/YuliangXiu/ECON

• differentiable_volumetric_rendering

  1 775 1.8 Python

  This repository contains the code for the CVPR 2020 paper "Differentiable Volumetric Rendering: Learning Implicit 3D Representations without 3D Supervision"

  

• taichi-nerfs

  2 697 7.0 Python

  Implementations of NeRF variants based on Taichi + PyTorch

  

• GAN2Shape

  1 570 0.0 Python

  Code for GAN2Shape (ICLR2021 oral)

• Pix2Vox

  1 439 3.5 Python

  The official implementation of "Pix2Vox: Context-aware 3D Reconstruction from Single and Multi-view Images". (Xie et al., ICCV 2019)

• DAD-3DHeads

  1 415 0.8 Python

  Official repo for DAD-3DHeads: A Large-scale Dense, Accurate and Diverse Dataset for 3D Head Alignment from a Single Image (CVPR 2022).

  

• IGR

  1 372 0.0 Python

  Implicit Geometric Regularization for Learning Shapes

• aistplusplus_api

  1 333 0.0 Python

  API to support AIST++ Dataset: https://google.github.io/aistplusplus_dataset

  

• 2dimageto3dmodel

  1 265 3.7 Python

  We evaluate our method on different datasets (including ShapeNet, CUB-200-2011, and Pascal3D+) and achieve state-of-the-art results, outperforming all the other supervised and unsupervised methods and 3D representations, all in terms of performance, accuracy, and training time.

• neural-deferred-shading

  1 239 4.6 Python

  Multi-View Mesh Reconstruction with Neural Deferred Shading (CVPR 2022)

  

• findpeaks

  1 201 7.9 Python

  The detection of peaks and valleys in a 1d-vector or 2d-array (image)

• surface_normal_uncertainty

  1 196 10.0 Python

  (ICCV 2021 - oral) Estimating and Exploiting the Aleatoric Uncertainty in Surface Normal Estimation

Project mention: Non official colab to create normal maps using "Estimating and Exploiting the Aleatoric Uncertainty in Surface Normal Estimation" from baegwangbin | /r/Automate | 2023-05-09

I needed normal maps for my movie and I saw in the new ControlNet update that they used https://github.com/baegwangbin/surface_normal_uncertainty to make normals which gave me better results than previous methods. So I decided to make a colab to process all my images because I didn't find how to do it in Automatic 1111.

• SaaSHub

  www.saashub.com sponsored

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Python 3d-reconstruction related posts

• AI bots saying I made a fake post: NOT FAKE POST
  1 project | /r/opensource | 10 Dec 2023
• Gaussian Splatting is pretty cool
  2 projects | news.ycombinator.com | 7 Sep 2023
• How would you tackle modeling something like this? Mesh modeling or sculpting?
  1 project | /r/blenderhelp | 2 Jul 2023
• Question: can we create floor plan from 360 images of house.
  1 project | /r/computervision | 30 Jun 2023
• 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
  1 project | /r/3Dprinting | 29 Jun 2023
• Can anyone scan this if I mail it to them?
  1 project | /r/3Dprinting | 23 Jun 2023
• ECON: Explicit Clothed humans Optimized via Normal integration
  1 project | /r/StableDiffusion | 9 Jun 2023
• A note from our sponsor - InfluxDB
  www.influxdata.com | 26 Apr 2024

  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. Learn more →

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