Topics / #pointcloud

Pointcloud projects on GitHub

Point-based 3D data from LiDAR or depth sensors processed for analysis.

As of , the most-starred Pointcloud projects on GitHub are Open3D (14.2K stars), Meshroom (13.1K stars) and pcl (11.2K stars). GitHub.Locker tracks 6 Pointcloud repositories with 40.4K stars combined. The fastest-growing on October 31 was ScanRuler, with +255 stars in a day.

6Projects
40.4KStars in total
+441Stars in a day
Browse in the catalog →github.com/topics/pointcloud ↗

Hot right now

Most stars gained in a day · Oct 31

+255

ScanRuler

CNCKitchen/ScanRuler · ★ 584

ScanRuler is a browser-based tool to check a 3D scan against what it should have been: fit spheres, cylinders and planes to measure it, paint its deviation from a CAD part, map wall thickness, or reverse-engineer it into a solid STEP body, all while running locally.

+182

deepopen-3d-webs

deepopen-com/deepopen-3d-webs · ★ 1.1K

Guangyu Zaojing (光域造景) is an image-driven 3D scene generation system: you give it one reference image and a text prompt, and it generates a 3D scene along a camera trajectory that you can preview, replay, and trace, producing color/depth animations and Gaussian point clouds.

+2

Open3D

isl-org/Open3D · ★ 14.2K

Open3D is an open-source library for rapid development of software that works with 3D data, offering data structures, processing algorithms, scene reconstruction, surface alignment, visualization and PBR rendering, with 3D machine learning support via PyTorch and TensorFlow.

+1

pcl

PointCloudLibrary/pcl · ★ 11.2K

PCL (Point Cloud Library) is a standalone, large-scale open source project for 2D/3D image and point cloud processing, covering things like filtering, feature estimation, surface reconstruction, registration, model fitting and segmentation.

The all-time top

6 projects · by stars

  1. #1 · isl-org/Open3D

    Open3D

    Open3D is an open-source library for rapid development of software that works with 3D data, offering data structures, processing algorithms, scene reconstruction, surface alignment, visualization and PBR rendering, with 3D machine learning support via PyTorch and TensorFlow.

    14.2K
  2. #2 · alicevision/Meshroom

    Meshroom

    Meshroom is an open-source, node-based visual programming framework for building and running photogrammetry and 3D computer-vision pipelines, turning collections of 2D photos into 3D models, camera tracks, HDR panoramas, and more.

    13.1K
  3. #3 · PointCloudLibrary/pcl

    pcl

    PCL (Point Cloud Library) is a standalone, large-scale open source project for 2D/3D image and point cloud processing, covering things like filtering, feature estimation, surface reconstruction, registration, model fitting and segmentation.

    11.2K
  1. 4

    deepopen-3d-webs

    1.1Kdeepopen-com/deepopen-3d-webs · Python

    Guangyu Zaojing (光域造景) is an image-driven 3D scene generation system: you give it one reference image and a text prompt, and it generates a 3D scene along a camera trajectory that you can preview, replay, and trace, producing color/depth animations and Gaussian point clouds.

  2. 5

    ScanRuler

    584CNCKitchen/ScanRuler · TypeScript

    ScanRuler is a browser-based tool to check a 3D scan against what it should have been: fit spheres, cylinders and planes to measure it, paint its deviation from a CAD part, map wall thickness, or reverse-engineer it into a solid STEP body, all while running locally.

  3. 6

    pointdit

    239google-research/pointdit · Python

    PointDiT is a research codebase for a minimalist pixel-space Diffusion Transformer that estimates 3D geometry (point maps) from a single monocular image.

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