Comparison
AliceVision vs doubletake
Verdict
Pick AliceVision if aliceVision is a C++ based framework for 3D reconstruction tasks such as photogrammetry and camera tracking; pick doubletake if doubleTake is a tool for geometry-guided depth estimation using multiview stereo techniques in Python with PyTorch framework, specifically designed for advanced computer vision tasks.
Markdown twin · AliceVision alternatives · doubletake alternatives
GraphCanon updated 2w
vs
Trust & integrity
| Signal | AliceVision | doubletake |
|---|---|---|
| Maintenance | Very active (0d since push) As of 2w · github_public_v1 | Dormant (448d since push) As of 2w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 2w · github_public_v1 | Not a fork · Organization account As of 2w · github_public_v1 |
| OSV dependency advisories | No published findings from this source as of 2026-07-11 As of 1mo · osv@v1 | No lockfile (source not queried) As of 1mo · osv@v1 |
| deps.dev advisories | Not queried deps.dev@v1 | Not queried deps.dev@v1 |
| OpenSSF Scorecard | Not queried openssf-scorecard@v1 | Not queried openssf-scorecard@v1 |
Tagline
- AliceVision
- 3D Computer Vision Framework
- doubletake
- [ECCV 2024] DoubleTake: Geometry Guided Depth Estimation
Stars
- AliceVision
- 3.5k
- doubletake
- 191
Forks
- AliceVision
- 879
- doubletake
- 13
Open issues
- AliceVision
- 42
- doubletake
- 3
Language
- AliceVision
- C++
- doubletake
- Python
Adopt for
- AliceVision
- AliceVision is a C++ based framework for 3D reconstruction tasks such as photogrammetry and camera tracking.
- doubletake
- DoubleTake is a tool for geometry-guided depth estimation using multiview stereo techniques in Python with PyTorch framework, specifically designed for advanced computer vision tasks.
Persona
- AliceVision
- -
- doubletake
- -
Runtime
- AliceVision
- -
- doubletake
- -
License
- AliceVision
- Released under MPLv2, allowing for both free and proprietary use while requiring derived work to also be open source if publicly distributed.
- doubletake
- Other
Last pushed
- AliceVision
- Jul 30, 2026
- doubletake
- May 9, 2025
Categories
- AliceVision
- Computer Vision
- doubletake
- Computer Vision
Trust and health
Maintenance
- AliceVision
- Very active (96%)
- doubletake
- Dormant (18%)
Days since push
- AliceVision
- 0d
- doubletake
- 448d
Open issues (now)
- AliceVision
- 42
- doubletake
- 3
OSV dependency advisories
- AliceVision
- No published findings from this source as of 2026-07-11
- doubletake
- No lockfile (source not queried)
Full report
- AliceVision
- Trust report
- doubletake
- Trust report
Choose AliceVision if…
- AliceVision is primarily C++; doubletake is Python.
- Tags unique to AliceVision: 3d-computer-vision, 3d-reconstruction, alicevision, camera-tracking.
- For C++ programmers working on projects that require precise 3D modeling using stereo vision techniques
When NOT to use AliceVision
- If your project requires a high-level programming interface less involved with low-level coding in C++
- For users who prefer a fully integrated software solution over a framework that might require custom integration
Choose doubletake if…
- doubletake is primarily Python; AliceVision is C++.
- Tags unique to doubletake: computer-vision, cost-volume, depth-estimation, machine-learning.
- When working on projects that require precise depth estimation guided by geometric principles within the context of multiview stereo datasets.
When NOT to use doubletake
- If your project does not involve geometry-guided techniques or if it specifically requires a different deep learning framework other than PyTorch.
- If you're looking for general image processing capabilities instead of advanced depth estimation functionalities.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (alicevision/AliceVision) · observed Jul 31, 2026
- GitHub forks (alicevision/AliceVision) · observed Jul 31, 2026
- Last push (alicevision/AliceVision) · observed Jul 30, 2026
- License file (Other) · observed Jul 31, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (nianticlabs/doubletake) · observed Aug 1, 2026
- GitHub forks (nianticlabs/doubletake) · observed Aug 1, 2026
- Last push (nianticlabs/doubletake) · observed May 9, 2025
- License file (Other) · observed Aug 1, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: AliceVision 3.5k · doubletake 191 (synced Jul 31, 2026).
Common questions
- What is the difference between AliceVision and doubletake?
- AliceVision: 3D Computer Vision Framework. doubletake: [ECCV 2024] DoubleTake: Geometry Guided Depth Estimation. See the comparison table for live GitHub stats and shared categories.
- When should I choose AliceVision over doubletake?
- Choose AliceVision over doubletake when AliceVision is primarily C++; doubletake is Python; Tags unique to AliceVision: 3d-computer-vision, 3d-reconstruction, alicevision, camera-tracking; For C++ programmers working on projects that require precise 3D modeling using stereo vision techniques.
- When should I choose doubletake over AliceVision?
- Choose doubletake over AliceVision when doubletake is primarily Python; AliceVision is C++; Tags unique to doubletake: computer-vision, cost-volume, depth-estimation, machine-learning; When working on projects that require precise depth estimation guided by geometric principles within the context of multiview stereo datasets.
- When should I avoid AliceVision?
- If your project requires a high-level programming interface less involved with low-level coding in C++ For users who prefer a fully integrated software solution over a framework that might require custom integration
- When should I avoid doubletake?
- If your project does not involve geometry-guided techniques or if it specifically requires a different deep learning framework other than PyTorch. If you're looking for general image processing capabilities instead of advanced depth estimation functionalities.
- Is AliceVision or doubletake more popular on GitHub?
- AliceVision has more GitHub stars (3,462 vs 191). Stars measure visibility, not whether either tool fits your constraints.
- Are AliceVision and doubletake open source?
- Yes - both are open-source projects on GitHub (AliceVision: Other, doubletake: Other).
- Where can I find alternatives to AliceVision or doubletake?
- GraphCanon lists graph-backed alternatives at AliceVision alternatives and doubletake alternatives (AliceVision markdown twin, doubletake markdown twin), ranked by typed relationship edges rather than popularity votes.
- Is there a machine-readable version of this comparison?
- Yes. The markdown twin at this comparison mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.
- Which is better maintained, AliceVision or doubletake?
- AliceVision: Very active. doubletake: Dormant. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance.
- Where are the full trust reports for AliceVision and doubletake?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: AliceVision trust report; doubletake trust report.