Articles

What is annotation? Annotation, also known as data labeling, is the process of annotating or labeling data, typically image data, but also videos, text, and audio. This process has become increasingly more important and popular with the rise of machine learning and supervised learning in specific. Supervised learning algorithms need to be fed training data that is labeled. Although there are a host of labeled datasets that are public and accessible, companies are seeing the importance of building their own proprietary annotated data sets. They are using data labeling software to achieve these goals.

Automation and artificial intelligence (AI) are important, interrelated tools that help organizations streamline their processes and add intelligence to their workflows. They allow businesses to reach organizational goals by automating business processes, whereby they can increase efficiency and adapt to new business procedures. 

When it comes to keeping your computer and all of your files safe, there is only so much you can do on your own.

“Please don’t touch”.

Last year G2 Crowd introduced predictions for 2018’s major digital trends, but this year the focus is on trends in specific industries and how digital transformation will affect them in 2019. 

Ransomware is a major threat that impacts both home and business users alike.

All jokes aside, it’s a confusing time for sales professionals trying to find tools that can help them sell to buyers who just don’t behave like they used to.

Managing your inventory is all the rage right now.

If your company doesn’t have a digital presence, does it really exist?

This post is one part of G2's 2020 digital trends series. Read more about G2’s approach to digital transformation trends in an introduction from Michael Fauscette, G2's chief research officer.