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What is Prodigy?

Groundbreaking machine teaching has arrived, featuring an incredibly effective annotation tool powered by active learning. Prodigy stands out as a customizable annotation platform so proficient that data scientists can take charge of the annotation process themselves, facilitating quick iterations. The progress seen in current transfer learning technologies enables the creation of high-quality models with minimal examples. By adopting Prodigy, you can fully harness modern machine learning strategies, engaging in a more adaptable approach to data collection. This capability not only speeds up your workflow but also grants you increased independence, resulting in a significant boost in project success rates. Prodigy combines state-of-the-art insights from both machine learning and user experience design, making it exceptionally versatile. Its continuous active learning framework ensures that you only annotate cases where the model exhibits uncertainty, optimizing your time and effort. The web application is not only robust and adaptable but also complies with the most up-to-date user experience standards. What makes Prodigy truly remarkable is its intuitive design: it allows you to focus on one decision at a time, keeping you actively involved—similar to a swipe-right method for data. Furthermore, this streamlined approach enhances the overall enjoyment and effectiveness of the annotation process, making it an invaluable tool for data scientists. As a result, users can expect not just efficiency but also a more satisfying experience while navigating through their annotation tasks.

What is Kognic?

Kognic offers an advanced annotation platform specifically designed for sensor-fusion data, aiming to significantly reduce both the time and cost associated with data labeling while delivering high-quality outcomes. This versatile platform meets a diverse array of data labeling needs, ranging from basic static objects to complex scenarios, and features capabilities for handling 2D and 3D objects, 2D instance segmentation, as well as free space annotations. A notable attribute of this platform is the co-pilot functionality, which leverages imported predictions to automate various tasks, resulting in a potential reduction of annotation time by up to 68% without compromising quality. This automation not only streamlines processes but also allows for more meaningful human feedback where it is most impactful, improving overall operational efficiency. Furthermore, Kognic prioritizes the enhancement of critical data to increase the effectiveness of AI, employing intelligent sorting based on model confidence and loss metrics, advanced filtering options for both predicted and annotated entities, and seamless data chunk generation for concentrated reviews. Tailored for enterprise requirements, Kognic is designed to support large-scale operations globally, providing a powerful solution for organizations eager to refine their data annotation workflows. By optimizing these workflows, Kognic not only boosts productivity but also fosters innovation within the realm of AI applications, paving the way for advancements in technology. As a result, organizations can leverage this platform to maintain competitive advantages in an ever-evolving data landscape.

Media

Media

Integrations Supported

ZenML

Integrations Supported

ZenML

API Availability

Has API

API Availability

Has API

Pricing Information

$490 one-time fee
Free Trial Offered?
Free Version

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

Explosion

Date Founded

2016

Company Location

Germany

Company Website

prodi.gy/

Company Facts

Organization Name

Kognic

Date Founded

2018

Company Location

Sweden

Company Website

www.kognic.com

Categories and Features

Data Labeling

Human-in-the-loop
Labeling Automation
Labeling Quality
Performance Tracking
Polygon, Rectangle, Line, Point
SDK
Supports Audio Files
Task Management
Team Collaboration
Training Data Management

Machine Learning

Deep Learning
ML Algorithm Library
Model Training
Natural Language Processing (NLP)
Predictive Modeling
Statistical / Mathematical Tools
Templates
Visualization

Natural Language Processing

Co-Reference Resolution
In-Database Text Analytics
Named Entity Recognition
Natural Language Generation (NLG)
Open Source Integrations
Parsing
Part-of-Speech Tagging
Sentence Segmentation
Stemming/Lemmatization
Tokenization

Categories and Features

Data Labeling

Human-in-the-loop
Labeling Automation
Labeling Quality
Performance Tracking
Polygon, Rectangle, Line, Point
SDK
Supports Audio Files
Task Management
Team Collaboration
Training Data Management

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