Blog Category: AI

Machine Learning vs. Artificial Intelligence: What’s the Difference?

Understanding the Difference Between Machine Learning vs. Artificial Intelligence   AI and ML, although related technologies, differ in their functionality, learning capabilities, and various applications   By Leila Kojouri   Remember when concepts like Machine Learning (ML)  and Artificial Intelligence (AI) were things found in comic books and movies; strictly…

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Don’t Ignore These 3 Trends in Software Development

Machine Learning/AI, DevOps, and MicroServices   Technological trends have always influenced how industries, business enterprises, and investment parties make decisions.   Constantly changing digital landscapes require software development teams to evolve and adopt certain trends to maintain relevance and participate in the modern technological climate. Don’t let your business get…

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How do AI and Machine Learning classify images?

How do AI and Machine Learning classify images?   How Deep Neural Networks perform Image Classification   Artificial Intelligence and Machine Learning are becoming exponentially more popular in the business world - especially when used as tools to better meet business objectives. Through the process of deep learning neural networks,…

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What is Image Binarization in AI?

Why do We Need Binarization?   Auto encoders are not able to recognize the images because of the noise in the images, otherwise referred to as "image processing." For avoiding the background noise generated in images we will use a Binarization technique commonly empoloyed with artificial intelligence.   A Breakdown…

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Image Data Augmentation and AI

Why Image Data Augmentation?   State-of-the-art AI models require around 500 images per category during their training phase. If the available training dataset has fewer images, then a data augmentation technique can be used. This technique expands the small training dataset by adding additional images which are variations of available…

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AI / Machine Learning Solutions

Artificial Intelligence / Machine Learning Solutions   Historic Data Driven Innovations   Find innovative ways to improve your business using your own data   Charter Global can help you find innovative ways with 100% PCI, PII and other compliances. We do this by analyzing your business data and building suitable…

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