# natowi/3D-Reconstruction-with-Deep-Learning-Methods

List of projects for 3d reconstruction

Repository: https://github.com/natowi/3D-Reconstruction-with-Deep-Learning-Methods
Canonical: https://ross.abutalabs.com/products/3d-reconstruction-with-deep-learning-methods
License: Unlicense
License Family: permissive
Topics: list, deep-learning, deep-neural-networks, depth-prediction, 3d-reconstruction, depth-estimation
Last push: 2023-05-07T07:30:10+00:00

## Health v2 (maintenance only)
Score: 32/100 (v2, computed 2026-09-03T02:20:16.233290+00:00)
- activity 0, release rhythm 35, longevity 100
- inputs: {"age_days": 2781, "days_push": 1214, "days_rel": null, "gap_med": null, "n_releases_24m": 0}
- flags: no_releases
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 1018, forks 130 (observed 2026-08-28T04:03:14.838048+00:00)

## What it is
A curated list of open-source GitHub projects for 3D reconstruction using deep learning, covering depth estimation, multi-view stereo, point clouds, and scene completion. It catalogs projects with keywords, licenses, and links rather than providing code itself.

## Use cases
- find open-source 3d reconstruction projects
- discover depth estimation models
- research multi-view stereo with deep learning
- find pointnet-style 3d deep learning tools
- compare licenses of 3d reconstruction repos
- find monocular depth estimation implementations

## When to choose
- you want a survey of open-source 3D reconstruction and depth estimation projects
- you're researching which deep learning approach fits a 3D reconstruction task
- you need a starting point for photogrammetry or point cloud research

## When to avoid
- you need a ready-to-use 3D reconstruction tool rather than a list of links
- you need actively maintained, guaranteed-working code
- you want a tutorial with explanations rather than a project index

## Facets
- artifact type: learning-resource
- maturity: maintenance
- function: machine-learning, deep-learning, computer-vision
- domain: computer-vision, deep-learning, awesome-lists
- platform: cross-platform
- tags: awesome-list, 3d-reconstruction, depth-estimation, point-clouds, photogrammetry

## Member repositories
- natowi/3D-Reconstruction-with-Deep-Learning-Methods (main) score 32

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:03:14.838048+00:00.
- Health v2: computed from the inputs above; adoption is never an input.
- Inferred fields (summary, facets, guidance): AI-extracted, prompt v1, taxonomy v1, on 2026-08-30T07:09:29.678639+00:00, confidence not recorded.
  - readme: https://github.com/natowi/3D-Reconstruction-with-Deep-Learning-Methods (fetched 2026-08-28T04:03:14.838048+00:00, sha 8fcbaac01e94)
- Data as of 2026-08-30T08:39:29.467469+00:00.