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Label Studio

Label Studio

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Label Studio
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What is Label Studio?

Label Studio is a robust open-source data labeling tool designed to handle various data types such as text, images, audio, and video. It enables data scientists and machine learning engineers to create high-quality training data. The platform offers interactive labeling, model evaluation, and the integration of popular ML models for pre-labeling tasks. Label Studio supports multi-user collaboration and provides both community and enterprise versions to suit different needs.

Who will use Label Studio?

  • Data Scientists
  • Machine Learning Engineers
  • Data Analysts
  • Academia and Researchers
  • AI Engineers

How to use the Label Studio?

  • Step1: Visit the official Label Studio website.
  • Step2: Download and install Label Studio.
  • Step3: Create a new project.
  • Step4: Import your data into the project.
  • Step5: Choose or create a labeling configuration.
  • Step6: Start labeling your data.
  • Step7: Review and export your labeled data.

Platform

  • web
  • mac
  • windows
  • linux

Label Studio's Core Features & Benefits

The Core Features

  • Supports multiple data types
  • Interactive labeling
  • Model evaluation integration
  • Multi-user collaboration
  • Flexible deployment options

The Benefits

  • Enhances data quality
  • Streamlines labeling workflows
  • Supports collaborative projects
  • Suitable for various industries
  • Open-source and flexible

Label Studio's Main Use Cases & Applications

  • Preparing training data for computer vision models
  • Natural language processing tasks
  • Speech and voice model training
  • Video data annotation
  • Educational research and projects

Label Studio's Pros & Cons

The Pros

Supports a wide range of data types for labeling including images, audio, text, video, and time series.
Open-source with active community support and contributions.
Integrates well with machine learning pipelines via APIs and Python SDK.
Includes ML-assisted labeling features to speed up data annotation.
Highly configurable and adaptable to different workflows.
Cloud storage integration for scalable data management.

The Cons

Requires technical knowledge to install and configure, not as straightforward for non-technical users.
Some advanced features may require additional setup and familiarity with ML workflows.
The platform does not provide native iOS or Android apps, limiting mobile accessibility.

Label Studio's Pricing

Has free planNo
Free trial details
Pricing model
Is credit card requiredNo
Paid from
Has lifetime planNo
Billing frequency
For the latest prices, please visit: https://labelstud.io

FAQs of Label Studio

Label Studio Company Information

  • Website: https://labelstud.io
  • Company Name: HumanSignal
  • Support Email: NA
  • Facebook: NA
  • X(Twitter): NA
  • YouTube: NA
  • Instagram: NA
  • Tiktok: NA
  • LinkedIn: NA

Analytic of Label Studio

Visit Over Time

Monthly Visits
226.0k
Avg Visit Duration
00:01:39
Page Per Visit
2.19
Bounce Rate
42.98%
Oct 2025 - Dec 2025 All Traffic

Geography

Top 5 Regions
United States
14.06%
China
11%
Uzbekistan
5.28%
India
4.59%
France
4.5%
Oct 2025 - Dec 2025 Worldwide Desktop Only

Traffic Sources

Search
49.05%
Direct
39.41%
Referrals
8.45%
Social
2.23%
Paid Referrals
0.78%
Mail
0.09%
Oct 2025 - Dec 2025 Desktop Only

Top Keywords

KeywordTrafficCost Per Click
label studio19.1k $ 1.38
labelstudio3.4k $ 2.22
label studio classification batch ui260 $ --
label studio tutorial290 $ --
how to launch label studio190 $ --

Label Studio Reviews

5/5
Do You Recommend Label Studio? Leave a Comment Below!

Label Studio's Main Competitors and alternatives?

  • Labelbox
  • Supervise.ly
  • Prodigy
  • CVAT
  • Amazon SageMaker Ground Truth

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