cnr-isti-vclab/TagLab
A CNN based image segmentation tool oriented to marine data analysis
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+10
STARS · LAST 30 DAYS
1
PER DAY
#1,966
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 |
TagLab gained 10 stars in the last 30 days, about 1 a day, and now has 125. It is about 7 years old and has averaged roughly 18 stars a year. It ranks #1,966 among Python repositories and #15,493 across all languages on GitHubRepo.
Trending Record
3
DAYS ON TRENDING
#13610
BEST RANK
Oct 13, 2026
FIRST APPEARANCE
Active
STATUS TODAY
TagLab has maintained a continuous presence across global trending indexes, peaking at #13610. Below is the 30-day activity profile:
💡 Overview
TagLab is an open-source project written in Python: A CNN based image segmentation tool oriented to marine data analysis.
Engineered for speed, consistency, and developer ease, it solves common hurdles in annotation-tool, cnn, coral-reefs. 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 TagLab⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
TagLab 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
Command-Line Automation
Execute automated build, deployment, and maintenance tasks directly from the terminal.
CI/CD Workflow Integration
Run non-interactive validation checks in GitHub Actions, GitLab CI, or local pre-commit hooks.
Developer Environment Setup
Standardize local engineering workstations with single-binary utility commands.
Scripting & Pipeline Orchestration
Chain complex multi-stage scripts with reliable error reporting and exits.
🚀 Getting Started
Install TagLab using your package manager: `pip install TagLab`
Initialize your project workspace or configuration file for TagLab.
Import TagLab into your codebase or invoke it directly from your terminal.
Execute your test suite or run `TagLab --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
cnr-isti-vclab/TagLab is currently ranked #15,493 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #15,434 | Open-BFME/Open-BFME-1 | C++ | ★ 126 | Compare ↗ |
| #15,434 | adelmonte/victoria-launcher | Kotlin | ★ 126 | Compare ↗ |
| #15,434 | yoli-mi/good-learning-skill | Python | ★ 126 | Compare ↗ |
| #15,434 | codegirl-007/jevlint | Go | ★ 126 | Compare ↗ |
| #15,434 | Zihan-Su/Self_Gradient_Forcing_Plus | Python | ★ 126 | Compare ↗ |
| #15,493 | cnr-isti-vclab/TagLab This Project | Python | ★ 125 | |
| #15,493 | tog/tog | Ruby | ★ 125 | Compare ↗ |
| #15,493 | dokterbob/django-agenda | Python | ★ 125 | Compare ↗ |
| #15,493 | ciren/cilib | Scala | ★ 125 | Compare ↗ |
| #15,493 | tapajos/highrise | Ruby | ★ 125 | Compare ↗ |
| #15,493 | garethr/django-project-templates | Python | ★ 125 | Compare ↗ |
Frequently Asked Questions
What does TagLab do? +
A CNN based image segmentation tool oriented to marine data analysis
What language is TagLab written in? +
The primary language is Python. Topics include: annotation-tool, cnn, coral-reefs, corals, image-segmentation.
Is TagLab actively maintained? +
Yes, the last recorded push was on Oct 13, 2026 with 81 open issues being tracked.
How many stars does TagLab have? +
TagLab has 125 stars and 45 forks on GitHub.
How does TagLab rank among GitHub repositories? +
With 125 stars, cnr-isti-vclab/TagLab is ranked #15,493 globally across all repositories tracked on GitHubRepo and #1,966 among Python projects.
What license is TagLab distributed under? +
The repository reports a GPL-3.0 license. Always verify the repository LICENSE file for legal terms.
