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ease
features
design
support

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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

Revolutionary machine teaching is here with an exceptionally efficient annotation tool driven by active learning. Prodigy serves as a customizable annotation platform so effective that data scientists can handle the annotation process themselves, paving the way for rapid iteration. The advancements in today's transfer learning technologies allow for the training of high-quality models using minimal examples. By utilizing Prodigy, you can fully leverage contemporary machine learning techniques, embracing a more flexible method for data gathering. This will enable you to accelerate your workflow, gain greater autonomy, and deliver significantly more successful projects. Prodigy merges cutting-edge insights from the realms of machine learning and user experience design. Its ongoing active learning framework ensures that you only need to annotate those examples the model is uncertain about. The web application is not only powerful and extensible but also adheres to the latest user experience standards. The brilliance lies in its straightforward design: it encourages you to concentrate on one decision at a time, keeping you actively engaged – akin to a swipe-right approach for data. Additionally, this streamlined process fosters a more enjoyable and effective annotation experience overall.

API Access

Has API Yes 

API Access

Has API Yes 

Screenshots View All

Screenshots View All

Integrations

Cogito Yes 
ZenML No 

Integrations

Cogito No 
ZenML Yes 

Pricing Details

$100 per month
Free Trial No 
Free Version Yes 

Pricing Details

$490 one-time fee
Per seat, available in packs of 5 seats
Free Trial No 
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 No 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows Yes 
Mac Yes 
Linux Yes 
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) No 
In Person No 

Vendor Details

Company Name

LightTag

Founded

2018

Country

Germany

Website

www.lighttag.io

Vendor Details

Company Name

Explosion

Founded

2016

Country

Germany

Website

prodi.gy/

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 Yes 
Labeling Quality No 
Performance Tracking No 
Polygon, Rectangle, Line, Point No 
SDK No 
Supports Audio Files No 
Task Management Yes 
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 

Natural Language Processing

Co-Reference Resolution No 
In-Database Text Analytics No 
Named Entity Recognition No 
Natural Language Generation (NLG) No 
Open Source Integrations No 
Parsing No 
Part-of-Speech Tagging No 
Sentence Segmentation No 
Stemming/Lemmatization No 
Tokenization No 

Alternatives

Alternatives