Insights from Objectways

Dive into the Objectways blog for expert insights on AI, data, and the latest on cutting-edge innovations.

Improving Inter-Rater Reliability for Data Annotation and Labeling

Improving Inter-Rater Reliability for Data Annotation and Labeling

Discover how to improve inter-rater reliability (IRR) in data annotation to enhance model accuracy, reduce inconsistencies, and build more reliable AI systems.

Flexible, Custom AI Solutions Start with the Right Data Provider

Flexible, Custom AI Solutions Start with the Right Data Provider

On June 12, Meta announced a $14.3 billion investment in Scale AI, a major data labeling company. With this deal, Meta now owns 49% of...

Comparing Open-Source And Proprietary Data Labeling Tools

Comparing Open-Source And Proprietary Data Labeling Tools

Choosing a data labeling tool for your AI project is a lot like picking the right equipment for a construction job. You wouldn’t rely on light-duty tools...

Evaluating Label Quality While Using Data Labeling Tools

Evaluating Label Quality While Using Data Labeling Tools

One of the most important parts of any AI project, that often gets overlooked, is preparing the data needed to train a model. This process...

Autotag and Pre-Label Data To Make Annotating Data Simpler

Autotag and Pre-Label Data To Make Annotating Data Simpler

Introduction For an AI solution to deliver accurate results, it needs to be backed by trained AI models. These AI models depend on well-labeled, high-quality data....

What Is Inter-Rater Reliability in Data Labeling and AI?

What Is Inter-Rater Reliability in Data Labeling and AI?

When building AI models, especially in fields like healthcare, accuracy is key because even small mistakes can lead to serious consequences like misdiagnoses or incorrect prescriptions....

Understanding Key Types of Data Annotation and Labeling

Understanding Key Types of Data Annotation and Labeling

Artificial intelligence (AI) solutions are quickly becoming a key part of our society, and data labeling plays a major role in their success. Data labeling,...

Data Integrity And High-Quality Data: The DNA Of Successful AI

Data Integrity And High-Quality Data: The DNA Of Successful AI

Despite the benefits that artificial intelligence (AI) solutions offer, it’s an unfortunate fact that 85% of AI projects fail. One of the main reasons for this...