When working with images, especially in AI and machine learning projects, improving image quality is crucial. Clear, well-balanced images help algorithms perform better and deliver more accurate results. One powerful way to enhance images is through various image enhancement techniques. Today, I want to walk you through some of the best methods, focusing on a popular technique called histogram equalization . I'll explain how these techniques work, when to use them, and what b

When I first started exploring data science, I quickly realised that understanding human language is a game changer. Text data is everywhere - from customer reviews to social media posts, emails, and chat logs. But how do you make sense of all this unstructured text? That’s where natural language processing (NLP) comes in. It helps computers understand, interpret, and generate human language in a way that’s useful for businesses. In this post, I’ll walk you through the key a

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