# isl-org/Open3D

> Open-source C++ and Python library for 3D data: data structures, processing algorithms, scene reconstruction, visualization and 3D machine learning support.

- Magnitude: 0.9 out of 10 — Steady
- Stars: 14,125 total · +1 star measured 2026-10-27, 11:42–13:40 UTC, ≈ 2 by evening
- Star trust: star growth looks organic
- Category: Science & research · Language: C++ · Created: 2016-12-02 · Last push: 2026-09-30
- GitHub: https://github.com/isl-org/Open3D · Homepage: http://www.open3d.org · Page: https://gitnova.dev/en/r/isl-org/Open3D

## Useful for

- Load and visualize a point cloud or mesh via the Python API
- Run registration and segmentation on 3D scans in a reconstruction pipeline
- Train a 3D model with PyTorch or TensorFlow via Open3D-ML

## Why it’s here

- Star-counter measurements on 2026-10-27 (UTC), 11:42–13:40: 14124 → 14125 stars (+1). This is the change over that interval.
- Estimated end-of-day forecast: about +2 stars, using observed gains and the previous day.
- GitHub Trending C++ today: #4, +1 star.

## Star trust

Star growth looks organic.

Star-trust labels are heuristics based on the repository’s behavior, not a check of every stargazer.

## Numbers

- Forks: 2,645
- Issues and pull requests: 7,077
- Watchers: 204
- Average over the last week: 3 per day
- Usual pace: 5 per day
- Stars in the last hour (measured): 1
- Latest release: v0.20.0 (2026-09-16)

## Stars per day, last 30 days (oldest → newest, today is partial)

2026-09-28 … 2026-10-27: 5, 7, 1, 6, 5, 4, 0, 5, 8, 4, 10, 4, 8, 4, 7, 6, 5, 8, 3, 2, 5, 2, 3, 3, 2, 5, 1, 5, 4, 1

## Spotted in now

- GitHub Trending C++ today: #4, +1 star

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Magnitude (0–10) measures how fast and how unusually interest in a repository is growing right now. It is not a quality score.
Days are UTC. “So far today” is a fact; “expected by the end of the day” is a forecast.
Summaries and use cases are written by an LLM (DeepSeek V4.1 Flash) from the README and may be inaccurate: verify specific claims (benchmarks, speed, hardware) in the repository itself.
Data as of 2026-10-27 13:44 UTC, updated every 30 minutes.