amap-cvlab/ABot-Recon
Streaming 3D reconstruction from only video input: Revisiting Local Context for Long-Horizon Streaming 3D Reconstruction
⚡ Executive Summary & Quick Facts
Authoritative SourceABot-Recon is ABot-Recon is an open-source project written in Python: Streaming 3D reconstruction from only video input: Revisiting Local Context for Long-Horizon Streaming 3D Reconstruction..
| Repository | amap-cvlab/ABot-Recon ↗ |
|---|---|
| Primary Category | 3d reconstruction |
| Language & Stack | Python |
| Software License | Apache-2.0 |
| Community Traction | ★ 1.1K stars · ⑂ 69 forks · #6,332 globally |
| Maintenance | ● Active (Last commit: Sep 25, 2026) · 3 open issues |
| Target Audience | Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads. |
Star History
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+28
STARS · LAST 30 DAYS
1
PER DAY
#884
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +0 | +28 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +0 | +3 | +10 |
ABot-Recon gained 28 stars in the last 30 days, about 1 a day, and now has 1.1K. It is about 1 year old and has averaged roughly 1.1K stars a year. It ranks #884 among Python repositories and #6,332 across all languages on GitHubRepo.
Trending Record
28
DAYS ON TRENDING
#176
BEST RANK
Sep 23, 2026
FIRST APPEARANCE
Active
STATUS TODAY
ABot-Recon has maintained a continuous presence across global trending indexes, peaking at #176. Below is the 30-day activity profile:
💡 Overview
ABot-Recon is an open-source project written in Python: Streaming 3D reconstruction from only video input: Revisiting Local Context for Long-Horizon Streaming 3D Reconstruction.
Engineered for speed, consistency, and developer ease, it solves common hurdles in 3d-reconstruction, abot-recon, slam. 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 ABot-Recon⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
ABot-Recon 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 ABot-Recon 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 Apache-2.0 license.
🚀 Getting Started
Install ABot-Recon using your package manager: `pip install ABot-Recon`
Initialize your project workspace or configuration file for ABot-Recon.
Import ABot-Recon into your codebase or invoke it directly from your terminal.
Execute your test suite or run `ABot-Recon --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
amap-cvlab/ABot-Recon is currently ranked #6,332 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
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| #6,332 | amap-cvlab/ABot-Recon This Project | Python | ★ 1.1K | |
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Frequently Asked Questions
What does ABot-Recon do? +
Streaming 3D reconstruction from only video input: Revisiting Local Context for Long-Horizon Streaming 3D Reconstruction
What language is ABot-Recon written in? +
The primary language is Python. Topics include: 3d-reconstruction, abot-recon, slam.
Is ABot-Recon actively maintained? +
Yes, the last recorded push was on Sep 25, 2026 with 3 open issues being tracked.
How many stars does ABot-Recon have? +
ABot-Recon has 1,127 stars and 69 forks on GitHub.
How does ABot-Recon rank among GitHub repositories? +
With 1,127 stars, amap-cvlab/ABot-Recon is ranked #6,332 globally across all repositories tracked on GitHubRepo and #884 among Python projects.
What license is ABot-Recon distributed under? +
The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.
