Semantic vs Instance Segmentation: All the Differences
In the rapidly advancing field of computer vision, image segmentation plays a pivotal role in enabling machines to understand and […]
What is Instance Segmentation?
Introduction What is Segmentation in Computer Vision? Segmentation is a core task in computer vision that involves dividing an image […]
What is Training Data? – A Complete Guide 2024
Why is Training Data Important? Training data is the foundation of Machine Learning (ML) models. Without good-quality training data, even […]
Machine Learning vs. Deep Learning: What Is the Difference?
Introduction to Artificial Intelligence, Machine Learning, and Deep Learning Artificial Intelligence (AI) is a prominent technology that serves as the […]
Data labeling vs. data annotation: everything you need to know
Data labeling and data annotation might sound similar, but they play different roles in making smart computer programs. In this […]
Keypoint Annotation: a Comprehensive Guide
Ever wondered how machines can recognize faces, estimate human poses, or detect objects with pinpoint accuracy? The answer lies in […]
Automated Data Annotation – Complete Guide
Introduction to Data Annotation Data annotation is one of the greatest achievements in machine learning (ML) as of late. It's […]
Ensuring Data Quality in AI
Why Is Data Quality Important in AI? The performance of intelligence (AI) systems greatly depends on the quality of the […]
Human-on-the-loop in Machine Learning: What is it and What it isn’t
Getting deeper into machine learning, we come across the concept of Human-on-the-Loop (HOTL). This is an approach where human intelligence […]
AI Content Moderation – Complete Guide
What is AI Content Moderation? AI content moderation refers to the use of artificial intelligence (AI) to automatically review, filter, […]