[Nips2026] Official Repo of "Glob3R: Global Structure-from-Motion with 3D Foundation Models"
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Momentum
+10
STARS · LAST 30 DAYS
1
PER DAY
#1,412
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +7 | +10 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +1 | +3 | +10 |
Glob3R gained 10 stars in the last 30 days, about 1 a day, and now has 255. It is about 1 year old and has averaged roughly 255 stars a year. It ranks #1,412 among Python repositories and #11,167 across all languages on GitHubRepo.
Trending Record
3
DAYS ON TRENDING
#10559
BEST RANK
Oct 13, 2026
FIRST APPEARANCE
Active
STATUS TODAY
Glob3R has maintained a continuous presence across global trending indexes, peaking at #10559. Below is the 30-day activity profile:
💡 Overview
Glob3R is an open-source project written in Python: [Nips2026] Official Repo of "Glob3R: Global Structure-from-Motion with 3D Foundation Models".
Engineered for speed, consistency, and developer ease, it solves common hurdles in Python. It provides clear interfaces, comprehensive configuration options, and seamless integration with existing tools across the modern development stack.
⚡ Key Features
Optimized execution pipeline written in Python for predictable speed.
Zero-friction configuration with comprehensive sensible defaults out of the box.
Cross-platform runtime support across Linux, macOS, and Windows environments.
Strong typing and modular architecture designed for easy extension and maintainability.
Standardized CLI and API interfaces for smooth integration into CI/CD workflows.
Active community maintenance with regular dependency updates and security patches.
📥 Installation
$ pip install Glob3R
⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
Glob3R coordinates its core functionality through a modular Python pipeline. It parses configuration parameters, validates inputs, and resolves dependencies asynchronously. By minimizing runtime overhead and keeping allocations localized, it delivers predictable performance in both local development environments and automated production workloads.
🎯 Production Use Cases
Production System Integration
Embed Glob3R into Python backend services to handle core application logic.
CI/CD Automated Pipelines
Run automated validation, builds, and integration suites during deployments.
Developer Tooling & Workflows
Accelerate developer onboarding with pre-configured project utilities.
Open Source Extension
Fork and customize internal modules under the repository's open BSD-3-Clause license.
🚀 Getting Started
Install Glob3R using your package manager: `pip install Glob3R`
Initialize your project workspace or configuration file for Glob3R.
Import Glob3R into your codebase or invoke it directly from your terminal.
Execute your test suite or run `Glob3R --help` to verify successful setup.
👍 Strengths
⚠️ Considerations
⇄ Alternatives & Direct Competitors
👥 Who Should Use This
Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads.
🏆 Nearby in the Rankings
aigc3d/Glob3R is currently ranked #11,167 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #11,150 | timschmidt/csgrs | Rust | ★ 256 | Compare ↗ |
| #11,150 | liriliri/tinker | TypeScript | ★ 256 | Compare ↗ |
| #11,150 | 137137137/OpenDisk | Swift | ★ 256 | Compare ↗ |
| #11,150 | acryldev/acryl | TypeScript | ★ 256 | Compare ↗ |
| #11,150 | portingpete/The-Darkness-Recomp | C++ | ★ 256 | Compare ↗ |
| #11,167 | aigc3d/Glob3R This Project | Python | ★ 255 | |
| #11,167 | breily/juno | Python | ★ 255 | Compare ↗ |
| #11,167 | auxesis/cucumber-nagios | Ruby | ★ 255 | Compare ↗ |
| #11,167 | SparkViewEngine/spark | C# | ★ 255 | Compare ↗ |
| #11,167 | simonw/djangode | JavaScript | ★ 255 | Compare ↗ |
| #11,167 | xrmx/bootchart | Python | ★ 255 | Compare ↗ |
Frequently Asked Questions
What does Glob3R do? +
[Nips2026] Official Repo of "Glob3R: Global Structure-from-Motion with 3D Foundation Models"
What language is Glob3R written in? +
The primary language is Python. Topics include: software.
Is Glob3R actively maintained? +
Yes, the last recorded push was on Oct 13, 2026 with 0 open issues being tracked.
How many stars does Glob3R have? +
Glob3R has 255 stars and 10 forks on GitHub.
How does Glob3R rank among GitHub repositories? +
With 255 stars, aigc3d/Glob3R is ranked #11,167 globally across all repositories tracked on GitHubRepo and #1,412 among Python projects.
What license is Glob3R distributed under? +
The repository reports a BSD-3-Clause license. Always verify the repository LICENSE file for legal terms.