How to Source Data For Computer Vision Projects
Data is one of the most valuable resources on the planet today. The World Economic Forum estimated that his seemingly intangible resource was worth some $3 trillion in 2017. The machine learning market specifically is expected to grow from $22.17 billion...
The AI Sentience Debate
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...
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...
Leveraging Big Data and AI to Regrow West Africa’s Rainforests
How Aya and Oko are Advancing the Next Step in ClimateTech 1. The Client Oko Environmental is bringing ClimateTech to West Africa. Through the pioneering reforestation methodology of Assisted Natural Regeneration (ANR), Oko is committed to combating climate change through...
The Different Types of Data Annotation Explained
Data annotation is a basic step, the foundation of all artificial intelligence and machine learning projects. You simply can’t have a functioning ML model that was created without processing data. And there are many types of data annotation, depending on...
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...
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...
Your In-Depth Guide to Data Labeling
Data labeling, a pivotal aspect of machine learning models and artificial intelligence, involves the systematic process of adding descriptive metadata or labels to raw data. These labels serve as the foundation for training AI algorithms to recognize patterns, objects, and...
A CCO’s Perspective: A Chat About the Status of AI Right Now and AI in the Future
Hello Sam, it’s a pleasure to have you here. Could you tell us a bit about what Aya Data does, your position within the company, and what your regular week looks like? Aya Data specializes in crafting scalable AI solutions...
The Future of Geospatial AI: Will NASA’s Involvement Affect the Implementation for Businesses?
Hello Freddie. Could you introduce yourself and what you do at Aya Data and what you specialize in? I founded Aya with our COO, Ama, in order to create an ethical data collection and annotation service – which we saw...