Yochengliu/awesome-point-cloud-analysis resource
A list of papers and datasets about point cloud analysis (processing) observed · 2026-08-28
Health v2 · maintenance only
32/100
- Activity 0
- Release rhythm 35
- Longevity 100
Flags: no_releases no_license
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-02. Adoption (stars, forks) is never an input.
- gap_med: n/a
- age_days: 2688
- days_rel: n/a
- days_push: 1202
- n_releases_24m: 0
Adoption not part of the score
4219 stars · 928 forks observed · 2026-08-28
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded
A curated awesome list of papers, code, and datasets for 3D point cloud analysis and processing, covering tasks like classification, segmentation, detection, registration, and reconstruction. It organizes research from 2017 onward with keyword tags and links to implementations.
Use cases
- find papers on point cloud segmentation
- research deep learning methods for 3D point clouds
- find datasets for point cloud classification
- survey point cloud registration techniques
- find code implementations of PointNet-style models
- get started with 3D point cloud research
When to choose
- starting research on 3D point cloud analysis
- looking for a curated bibliography of point cloud papers and datasets
- finding reference implementations of classic point cloud models
When to avoid
- you need up-to-date listings after 2020 (the successor repo awesome-point-cloud-analysis-2020 is recommended)
- you need runnable software rather than a paper list
- you need a maintained library with a license
Facets
learning-resource · maturity maintenance
machine-learning computer-vision data-science computer-vision machine-learning deep-learning graphics autonomous-vehicles awesome-lists cross-platform awesome-list point-cloud 3d-deep-learning papers datasets research
1 source
- readme: https://github.com/Yochengliu/awesome-point-cloud-analysis · fetched 2026-08-28 · 53794ed99079
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| Yochengliu/awesome-point-cloud-analysis | main | 32 |
For agents
markdown · JSON · MCP: product_card(name="Yochengliu/awesome-point-cloud-analysis")
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem