- Data Annotation
AI starts with data: Facing the challenges of data collection & annotation
Discover useful insights into the challenges of data preparation to ensure that your next artificial intelligence project is a success.
- Data Annotation
How to outsource image annotation
As the list of managed data service providers grows, how do you decide which to trust? Discover key steps for selecting the right data annotation company for your project.
- Data Annotation
Five reasons why data annotation matters
Data annotation is the invisible infrastructure behind our AI-powered future. Learn more about this industry and why it’s never mattered more.
- Data Annotation
Five approaches to data labeling for machine learning projects
In this article we cover five common approaches to data labeling for machine learning, along with pros and cons for each.
- Data Annotation
Five types of image annotation and their use cases
Wondering which image annotation types best suit your project? In this article, we introduce five types of image annotation and their applications.
- Data AnnotationRetail & Ecommerce
What is product categorization?
Learn about product categorization (also known as product classification) and how it’s crucial to the eCommerce industry.
- Data Annotation
Understanding text analysis tools
Text analysis tools offer a multitude of benefits, but how do they work? We look at types of AI text analysis, their use cases and how to get started.
- Data Annotation
How to get annotated data for machine learning
Capturing enough accurate, quality data at scale is a common challenge. Discover four ways to source raw data for machine learning, and how to go about annotation process.
- Data Annotation
How self-agreement can improve your training data
Are you evaluating your annotation team for quality? Read why self-agreement checks are critical for a proper evaluation.
- Data Annotation
What is text annotation? Five different types of annotations
To train NLP algorithms, large annotated text datasets are required. Learn more with a brief introduction to five common types of text annotation.
- Data Annotation
What is audio classification?
Looking for an introduction to audio classification? In this article we discuss different types of audio classification and their use in machine learning projects.
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