HumanSignal/label-studio
Label Studio is a multi-type data labeling and annotation tool with standardized output format
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+709
STARS · LAST 30 DAYS
24
PER DAY
#85
MOST-STARRED TypeScript
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +168 | +709 | +2.2K |
| Per day | 24 | 24 | 24 |
| Forks gained | +19 | +75 | +186 |
label-studio gained 709 stars in the last 30 days, about 24 a day, and now has 28.4K. It is about 7 years old and has averaged roughly 4.1K stars a year. It ranks #85 among TypeScript repositories and #428 across all languages on GitHubRepo.
Trending Record
5
DAYS ON TRENDING
#1661
BEST RANK
Sep 29, 2026
FIRST APPEARANCE
Active
STATUS TODAY
label-studio has maintained a continuous presence across global trending indexes, peaking at #1661. Below is the 30-day activity profile:
💡 Overview
label-studio is an open-source project written in TypeScript: Label Studio is a multi-type data labeling and annotation tool with standardized output format.
Engineered for speed, consistency, and developer ease, it solves common hurdles in annotation, annotation-tool, annotations. 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 TypeScript 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
$ npm install label-studio⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Node.js >= 18, npm, pnpm or bun
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
label-studio coordinates its core functionality through a modular TypeScript 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 label-studio using your package manager: `npm install label-studio`
Initialize your project workspace or configuration file for label-studio.
Import label-studio into your codebase or invoke it directly from your terminal.
Execute your test suite or run `label-studio --help` to verify successful setup.
👍 Strengths
⚠️ Considerations
⇄ Alternatives & Direct Competitors
👥 Who Should Use This
Developers and engineering teams building with TypeScript, seeking reliable, tested, and actively maintained tooling for production workloads.
🏆 Nearby in the Rankings
HumanSignal/label-studio is currently ranked #428 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #423 | envoyproxy/envoy | C++ | ★ 29K | Compare ↗ |
| #424 | yamadashy/repomix | TypeScript | ★ 28.6K | Compare ↗ |
| #425 | microsoft/semantic-kernel | C# | ★ 28.6K | Compare ↗ |
| #426 | srbhr/Resume-Matcher | Python | ★ 28.6K | Compare ↗ |
| #427 | kestra-io/kestra | Java | ★ 28.6K | Compare ↗ |
| #428 | HumanSignal/label-studio This Project | TypeScript | ★ 28.4K | |
| #429 | mlflow/mlflow | Python | ★ 28.2K | Compare ↗ |
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Frequently Asked Questions
What does label-studio do? +
Label Studio is a multi-type data labeling and annotation tool with standardized output format
What language is label-studio written in? +
The primary language is TypeScript. Topics include: annotation, annotation-tool, annotations, boundingbox, computer-vision.
Is label-studio actively maintained? +
Yes, the last recorded push was on Sep 29, 2026 with 943 open issues being tracked.
How many stars does label-studio have? +
label-studio has 28,371 stars and 3,728 forks on GitHub.
How does label-studio rank among GitHub repositories? +
With 28,371 stars, HumanSignal/label-studio is ranked #428 globally across all repositories tracked on GitHubRepo and #85 among TypeScript projects.
What license is label-studio distributed under? +
The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.
