Human annotators in AI: Adding context & meaning to raw data
Let’s start with the basics: Who are data annotators? Data annotators are responsible for manually labeling and categorizing data, to ensure it’s understandable and useful for machine learning algorithms. This process, known as data annotation, involves tagging, reviewing, and validating various types of unstructured data, including text, images, video, and audio. The result is a […]
Your gen AI data roadmap: 5 strategies for success
Gen AI data roadmap to kickstart your journey 1 – Preparing for gen AI begins with a data strategy Data is the fuel of AI. For companies to fully leverage the potential of this technology, a strong data foundation is imperative. This involves addressing data management issues related to quality, security, transparency, integration, storage, and […]
How gen AI is transforming the role of human data annotation
5 key challenges of human data annotation in the gen AI era The potential of the global data collection and labeling market is immense, with a projected revenue of US$17 billion by 2030, growing at nearly 30% annually. Domain-specific models are driving rapid growth in specialized industry sectors, such as healthcare. Here’s why human data […]
What is data annotation? Types, challenges, and getting started
Data annotation involves tagging unstructured data to fuel machine-learning models. Learn how it works and how to get started with our guide.
Data annotation for Gen AI: Sigma’s upskilling strategy
Data annotation for Gen AI demands new skills. Learn how Sigma upskills its team for creativity, critical thinking, and more.
Human data annotation: behind the scenes of quality Gen AI
Human data annotation is vital to training Gen AI. Learn how Sigma.AI achieves excellence through project management and expert teams.
Medical image annotation: goals, use cases & challenges
Uncover the world of medical image annotation. Learn its common applications, challenges, and how to get started.
The fundamentals of audio annotation: techniques & services
Learn essential audio annotation techniques, discover top annotation services, and understand their role in AI.
How to scale data annotation with an effective strategy
Discover how to scale your data annotation process through outsourcing services. Learn about the options available and how to prepare.