This is my very first AI! If you're curious about how it works or how it can be improved, I’ll explain it all in the Notes and Credits section. ============================================= IMPORTANT CONTROLS ============================================= => Space is reset the model => Hover near the top for the controls menu ============================================= My AI consists of a single neuron, which is designed to draw one line. The goal of this neuron is to separate red dots from blue dots using that line. You can place dots by hovering near the top to access the menu, selecting a color, and then tapping to place the dots. The Learning Rate determines how much the neuron adjusts itself during training, and the number of Epochs represents how many times it trains during each frame. The Learning Rate can be set anywhere from 0.01 to 1, while the number of Epochs can range from 1 to 100. Enjoy!
Created by - @KreatsKoolStuff Music by - AI Animations by - @KreatsKoolStuff Likes and Favs? - You ============================================= If you want to know more about how this project works, I will explain some of the details below: ============================================= Hey there! AI stands for artificial intelligence, which is all about creating machines that can do tasks that usually need human smarts. In my project, I'm using something cool called an ANN, which stands for Artificial Neural Network. Think of it as a computer's way of mimicking how our brains work! In an ANN, there are tons of tiny bits called neurons. For simplicity, I've only got one in my visualization, but chatbots like ChatGPT use millions! Each neuron takes in some numbers, like 4 and 7, and does some calculations. Then it sends its results to the next neuron, and they keep passing information along until they make a prediction. Let's say my neuron predicts that a red dot is blue. After that, it compares its guess with what it actually saw. If it got it wrong, like thinking a red dot was blue, the entire ANN adjusts itself so that the next time it sees a red dot, it gets it right! You can actually watch this process unfold in my visualization at the bottom of the screen. I've displayed all the values the neuron uses, so you can see it learning in real-time! If you'd love to see a more complex ANN with more colors and lines, give me a like and a favorite! I really hope you enjoy it! .I
