Data annotation & labeling blog.

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Machine learning

Machine learning

Machine learning is successfully applied to a variety of disciplines, but if you're planning on entering the field there's one challenge that most data scientists face. How do you know what machine learning algorithms or techniques will work best for your application? This blog shares some tips and tricks for using data annotations for machine learning in different scenarios.

AI In Finance

Introduction To AI In Finance

Artificial intelligence (AI) has been making waves in the finance industry, transforming the way financial institutions operate and serve their customers. From fraud detection to investment management, AI is being used to streamline processes, reduce costs, and improve customer experiences. But what exactly is AI, and how is it being

Data labeling

A Brief Chat About Data Labeling in Machine Learning and AI [+ Future Expectations]

Let’s put things very simply. Much of machine learning revolves around something humans do automatically. You're simultaneously perceiving and classifying when you arrive at a red light. It’s the same when you pick up an apple at the grocery store and scan it carefully for defects.

Data annotation tool

The Different Features of Data Annotation Tools and What To Consider

Data annotation tools are no exception to the rapid advance of technology. You will often see upgrades and new features monthly, sometimes on a week-by-week basis. To help navigate this field, we’ve identified the top features you should be looking for when shopping for data annotation tools. The first

Data annotation

What's the Best Solution for Data Annotation for Machine Learning?

As a machine learning practitioner, you know firsthand how vital annotated data is. Without annotated data, a machine learning model couldn't perform. But finding the right solution for obtaining annotated data can be a challenge. Whether it's a large project or a small study, it'

data annotatio

The Types of Data Annotation and Why It’s So Important To Curate A Dataset For Specific Problems

The type of data annotation that you do can vary depending on the type of data you are inputting. There are three main types of annotation, image, video, or text. For each of these, there are many techniques that label, transcribe, process, or tag. The result marks your data so

Data annotation tool

Deep Learning Guide: Choosing Your AI Data Annotation Tool

Choosing the proper AI data annotation tool improves your project’s effectiveness. Various data annotation tools include manual, semi-automatic, and automatic tools. This blog post explores the different kinds of data annotation tools. It also discusses factors to consider when choosing tools for deep learning projects. Types of Data Annotation

Image annotation

The role of image annotators in machine learning

Image annotators are essential for the development of effective image recognition algorithms. Image annotation is the process of adding labeled contextual metadata to an image. This can enable a computer to recognize, classify, or describe the contents of inputs. The tools used to accomplish this can vary significantly. The type