Python 3d-reconstruction

Open-source Python projects categorized as 3d-reconstruction

Top 23 Python 3d-reconstruction Projects

  • Meshroom

    3D Reconstruction Software

  • Project mention: Toon3D: Seeing Cartoons from a New Perspective | news.ycombinator.com | 2024-05-17
  • nerfstudio

    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

    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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  • OpenSfM

    Open source Structure-from-Motion pipeline

  • BlenderProc

    A procedural Blender pipeline for photorealistic training image generation

  • NeuralRecon

    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

    A Unified Framework for Surface Reconstruction

  • PIFu

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

  • SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

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  • ICON

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

  • tsdf-fusion-python

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

  • TensoRF

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

  • Photogrammetry-Guide

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

  • ECON

    [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

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

  • taichi-nerfs

    Implementations of NeRF variants based on Taichi + PyTorch

  • GAN2Shape

    Code for GAN2Shape (ICLR2021 oral)

  • Pix2Vox

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

  • DAD-3DHeads

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

  • IGR

    Implicit Geometric Regularization for Learning Shapes

  • aistplusplus_api

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

  • 2dimageto3dmodel

    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

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

  • findpeaks

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

  • surface_normal_uncertainty

    [ICCV 2021 Oral] Estimating and Exploiting the Aleatoric Uncertainty in Surface Normal Estimation

  • SaaSHub

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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).

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
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    www.saashub.com | 27 May 2024
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Index

What are some of the best open-source 3d-reconstruction projects in Python? This list will help you:

Project Stars
1 Meshroom 10,684
2 nerfstudio 8,648
3 OpenSfM 3,247
4 BlenderProc 2,582
5 NeuralRecon 1,947
6 sdfstudio 1,874
7 PIFu 1,737
8 ICON 1,555
9 tsdf-fusion-python 1,145
10 TensoRF 1,141
11 Photogrammetry-Guide 1,051
12 ECON 1,035
13 differentiable_volumetric_rendering 788
14 taichi-nerfs 704
15 GAN2Shape 571
16 Pix2Vox 440
17 DAD-3DHeads 415
18 IGR 372
19 aistplusplus_api 333
20 2dimageto3dmodel 266
21 neural-deferred-shading 241
22 findpeaks 205
23 surface_normal_uncertainty 208

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