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Description
Accelerate your team's NLP data labeling with our AI-powered platform, LightTag, which effectively organizes your workforce, allowing you to concentrate on what truly matters. The platform is designed to function seamlessly, enhancing efficiency through its intuitive interface.
Boost Your Productivity with Our Advanced Features:
- Convenient Keyboard Shortcuts
- Elimination of tokenization assumptions
- Comprehensive Unicode Support
- Annotations for subwords and phrases
- Support for RTL and CJK languages
- Annotations for Entities, Classifications, and Relations
LightTag's Review Mode and Reporting tools facilitate the creation of flawless datasets while ensuring that your annotators reach their peak performance. The AI within LightTag adeptly learns to provide high-accuracy predictions, automating basic labeling tasks, which enables your team to focus on generating more detailed and superior quality labels. Remarkably, 50% of the annotations generated within LightTag stem from our AI's suggestions, covering any language of your choice! Additionally, you can enhance suggestions by integrating your own models, using regular expressions, and employing dictionaries. Utilize our review functionality to swiftly validate your models and kickstart any project with confidence. This streamlined approach not only saves time but also elevates the overall quality of your data.
Description
Scale Data Engine empowers machine learning teams to enhance their datasets effectively. By consolidating your data, authenticating it with ground truth, and incorporating model predictions, you can seamlessly address model shortcomings and data quality challenges. Optimize your labeling budget by detecting class imbalances, errors, and edge cases within your dataset using the Scale Data Engine. This platform can lead to substantial improvements in model performance by identifying and resolving failures. Utilize active learning and edge case mining to discover and label high-value data efficiently. By collaborating with machine learning engineers, labelers, and data operations on a single platform, you can curate the most effective datasets. Moreover, the platform allows for easy visualization and exploration of your data, enabling quick identification of edge cases that require labeling. You can monitor your models' performance closely and ensure that you consistently deploy the best version. The rich overlays in our powerful interface provide a comprehensive view of your data, metadata, and aggregate statistics, allowing for insightful analysis. Additionally, Scale Data Engine facilitates visualization of various formats, including images, videos, and lidar scenes, all enhanced with relevant labels, predictions, and metadata for a thorough understanding of your datasets. This makes it an indispensable tool for any data-driven project.
API Access
Has API
Yes
API Access
Has API
No
Integrations
Cogito
No
Pricing Details
$100 per month
Free Trial
No
Free Version
Yes
Pricing Details
No price information available.
Free Trial
Yes
Free Version
No
Deployment
Web-Based
Yes
On-Premises
No
iPhone App
No
iPad App
No
Android App
No
Windows
No
Mac
No
Linux
No
Chromebook
No
Deployment
Web-Based
Yes
On-Premises
No
iPhone App
No
iPad App
No
Android App
No
Windows
No
Mac
No
Linux
No
Chromebook
No
Customer Support
Business Hours
No
Live Rep (24/7)
No
Online Support
Yes
Customer Support
Business Hours
No
Live Rep (24/7)
No
Online Support
Yes
Types of Training
Training Docs
Yes
Webinars
No
Live Training (Online)
No
In Person
No
Types of Training
Training Docs
Yes
Webinars
No
Live Training (Online)
Yes
In Person
No
Vendor Details
Company Name
LightTag
Founded
2018
Country
Germany
Website
www.lighttag.io
Vendor Details
Company Name
Scale AI
Founded
2016
Country
United States
Website
scale.com/data-engine
Product Features
Data Labeling
Human-in-the-loop
No
Labeling Automation
Yes
Labeling Quality
Yes
Performance Tracking
No
Polygon, Rectangle, Line, Point
No
SDK
No
Supports Audio Files
No
Task Management
No
Team Collaboration
Yes
Training Data Management
No
Product Features
Data Labeling
Human-in-the-loop
No
Labeling Automation
No
Labeling Quality
No
Performance Tracking
No
Polygon, Rectangle, Line, Point
No
SDK
No
Supports Audio Files
No
Task Management
No
Team Collaboration
No
Training Data Management
No
Machine Learning
Deep Learning
No
ML Algorithm Library
No
Model Training
No
Natural Language Processing (NLP)
No
Predictive Modeling
No
Statistical / Mathematical Tools
No
Templates
No
Visualization
No
