Label Studio
Label Studio is an open-source tool for labeling and annotating a variety of data types, including images, text, audio, and video. It supports various projects and users, offering flexible deployment options.
Label Studio
Label Studio is an open-source tool for labeling and annotating a variety of data types, including images, text, audio, and video. It supports various projects and users, offering flexible deployment options.
Label Studio Product Information
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 of Label Studio
- Supports multiple data types
- Interactive labeling
- Model evaluation integration
- Multi-user collaboration
- Flexible deployment options
The Benefits of Label Studio
- 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
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
130.1k
Avg Visit Duration
00:02:50
Page Per Visit
2.56
Bounce Rate
42.14%
May 2024 - Jul 2024 All Traffic
Geography
Top 5 Regions
United States
19.24%
China
17.21%
India
5.61%
Korea, Republic of
3.28%
Tunisia
3.2%
May 2024 - Jul 2024 Worldwide Desktop Only
Traffic Sources Traffic Sources
Search
52.87%
Direct
36.03%
Referrals
8.56%
Social
1.97%
Paid Referrals
0.36%
Mail
0.22%
May 2024 - Jul 2024 Desktop Only
Top Keywords
| Keyword | Traffic | Cost Per Click |
|---|---|---|
| label studio | 27.3k | $ 3.27 |
| labelstudio | 6.5k | $ 1.72 |
| label studio quick start | 220 | $ -- |
| llm finetunned for data labeling | 40 | $ -- |
| label studio auto track video ui web | 70 | $ -- |
Label Studio's Main Competitors and alternatives?
- Labelbox
- Supervise.ly
- Prodigy
- CVAT
- Amazon SageMaker Ground Truth
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Label Studio's Tags
data labeling
open-source tool
machine learning
data science
text annotation
image labeling
audio tagging
video annotation
collaboration platform
AI training data
interactive labeling
model evaluation
pre-labeling
data annotation tool
community version
enterprise solution
multi-user support
annotation software
quality training data
data integration