Cats vs. Everything Else — A Binary Classification Problem
Pre-word — This article is fairly technical, so bear with me 😆, but I’ll try to keep it simple as possible. Human intelligence is a multifaceted and dynamic cognitive faculty, encompassing diverse capacities such as problem-solving, creativity, emotional understanding, and adaptability, allowing individuals to navigate complex challenges and thrive in varied environments. — ChatGPT 3.5 Basically, humans are an intelligent species. Why? Well, it's because we can divide everything into, Cats and Non-Cats. Let’s talk about cats 🐈 Ok 👍 If I ask you if this is a picture of a cat, you’d probably say yes unless you think this is a mango. Anyway, the answer is a Yes or a No. This is known as a “Binary Classification Problem” — I know, pretty big words for such a simple question. But how do computers say whether this is cat picture or not. To us an image is a set of colors arranged in a very specific way. To a computer an image is basically 3 matrices of equal dimensions(say n x m). To b...