My Projects
Doodle Recognition Neural Network
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This was my first project using a neural network library that I built from scratch in unity with C#. This demo lets you draw on a canvas whatever you want, and the neural network will try to classify your drawing as either a cat, a rainbow, an airplane or a bannana. You can chose how much do you want to train the network and see how the number of epochs impacts it's performance. This AI was trained using google's "Quick, Draw!" data.
Flappy Bird NeuroEvolution
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For this project I used my custom Neural Network library once more. I focused on learning alternative ways of training AI models other than the classic supervised learning, this demo demonstrates how neuro evolution training works. Some updates to the library were made such as being able to store "the brain" on a file
Thread Portrait Project
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I made a program that converts any square (1:1 ratio) image into a thread portrait and then returns a set of instructions to make the art piece in real life as well as an image of the estimated final result.
