Our Blogs

V7 and Aya Data Announce Partnership for Accelerating Visual AI Development

Today V7 & Aya Data announce partnership for end-to-end training data delivery, specializing in supporting AI development for geospatial industries including agriculture.   Today V7, the leading data annotation platform for building AI, and Aya Data, the largest data services and AI solutions provider in West Africa, are delighted to announce our partnership for end-to-end […]

ai sentience

The AI Sentience Debate

When does AI become sentient? We are inching closer to a consensus. Since the dawn of AI, both the scientific community and the public have been locked in debate about when an AI becomes sentient. But to understand when AI becomes sentient, it’s first essential to comprehend sentience, which isn’t straightforward in itself.

data classification

What is Data Classification in Machine Learning?

Data classification is a fundamental concept in machine learning without which most ML models simply couldn’t function. Many real-world applications of AI have data classification at the core – from credit score analysis to medical diagnosis. So how does it work? That’s what we’ll discuss in this article.

machine learning

A Guide to Overfitting and Underfitting in Machine Learning

Yes, machine learning is a powerful tool that enables computers to learn from data and make predictions or decisions without being explicitly programmed. However, accurate predictions and correct decisions are based on the ML model understanding patterns and being able to generalize to new, unseen data. Which leads us to overfitting and underfitting in machine […]

video annotation

Guide to Video Annotation for Computer Vision

As a subcategory of data annotation, video annotation is used in training AI models and improving their accuracy. But what exactly is video annotation and how does it work? In this comprehensive guide, we will dive into the world of video annotation, exploring its importance, methods, and best practices. Whether you’re a beginner or an […]

image annotation

Image Annotation: Everything You Need to Know

As technology continues to advance, the demand for image recognition and object detection has skyrocketed. From self-driving cars to medical imaging, accurate and reliable data annotation is crucial for these AI systems to function effectively.  This comprehensive guide covers everything you’ll need to understand this component of machine learning. You’ll discover what image annotation is, […]