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...
Transforming Tree Counting for Large-Scale Farming
The large-scale oil palm plantation and the orderly rows of banana trees might look serene, but their management presents complex challenges. From overseeing the hectares of plantation to keeping an eye on the dying plants and restoring the health of...
How AI Precision Agriculture Solutions Enhance Revenue Generation.
Like every other industry, artificial intelligence (AI) has also made its way into agriculture, where its market is expected to be worth $4.7 billion by 2028. Of the major agriculture fields – indoor farming, field farming, and livestock – field farming...
V7 and Aya Data Announce Partnership for Accelerating Visual AI Development
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 training data delivery, enabling customers to accelerate AI development at scale....
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
In Western academia, sentience was robustly defined in the 17th century, when philosophers separated the capacity to reason from the capacity to feel. The definition of sentience focuses on feelings and sensations rather than wisdom, knowledge, emotion, or reason. However,...
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...