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aigc3d/Glob3R

[Nips2026] Official Repo of "Glob3R: Global Structure-from-Motion with 3D Foundation Models"

Python ◇ developer-tools BSD-3-Clause
★255STARS
⑂10FORKS
!0ISSUES
🏆#11,167GLOBAL RANK
🔥3DAYS TRENDING
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Momentum

+10

STARS · LAST 30 DAYS

1

PER DAY

#1,412

MOST-STARRED Python

Window7 days30 days90 days
Stars gained+7+10+90
Per day111
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

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

1

Optimized execution pipeline written in Python for predictable speed.

2

Zero-friction configuration with comprehensive sensible defaults out of the box.

3

Cross-platform runtime support across Linux, macOS, and Windows environments.

4

Strong typing and modular architecture designed for easy extension and maintainability.

5

Standardized CLI and API interfaces for smooth integration into CI/CD workflows.

6

Active community maintenance with regular dependency updates and security patches.

📥 Installation

terminal
$ 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

1

Install Glob3R using your package manager: `pip install Glob3R`

2

Initialize your project workspace or configuration file for Glob3R.

3

Import Glob3R into your codebase or invoke it directly from your terminal.

4

Execute your test suite or run `Glob3R --help` to verify successful setup.

👍 Strengths

Active community backing with 255 GitHub stars and verified adoption.
Permissive open-source distribution under the BSD-3-Clause license.
Built in Python for high execution speed and developer familiarity.
Cross-platform compatibility across modern Linux, macOS, and Windows environments.
Clean modular design allowing flexible configuration and pipeline integration.

⚠️ Considerations

Requires familiarity with Python and modern CLI workflows.
Ecosystem extensions may require manual configuration depending on environment constraints.
Active development roadmap means breaking API changes may occur across major versions.

⇄ Alternatives & Direct Competitors

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👥 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:

RankRepositoryLanguageStarsAction
#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 ↗
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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.

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