How Computers Visualise Images: A Beginner’s Guide to CNNs
Author(s): Aditya Gupta Originally published on Towards AI. Think about how you scroll through your phone’s photo gallery. You don’t even have to think before recognizing your friends, your pet, or the places you’ve been. Your brain instantly knows what’s in each …
GANs: How AI Creates Images from Noise
Author(s): Aditya Gupta Originally published on Towards AI. We all love pranks right. Think of a friend that you like to prank. The first time you prank them it works, you get a few laughs and maybe they get annoyed. The next …
Transfer Learning in AI: Reusing Knowledge to Solve New Problems
Author(s): Aditya Gupta Originally published on Towards AI. Introduction What would be easier: teaching someone to play the guitar who has already learned the piano, or teaching someone who has never touched a musical instrument? Most of us would agree that the …
Understanding Neural Networks — and Building One!
Author(s): Aditya Gupta Originally published on Towards AI. Why Do We Need Neural Networks? Imagine trying to teach a computer to do something humans find easy like recognizing a face in a photo, understanding someone’s accent, or predicting which movie you’ll enjoy …
Understanding Gradient Descent: How Machines Learn Step by Step
Author(s): Aditya Gupta Originally published on Towards AI. Gradient Descent Explained the Easiest Way, A Beginner’s Guide You’ll Actually Remember Have you ever played Angry Birds? What is the first thing you do when you start the game? If you are a …
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