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Callyn Villanueva's Projects

chromachords icon chromachords

ChromaChords is a creative project that combines audio processing, machine learning, and embedded systems to achieve real-time audio genre recognition using the Arduino Nano 33 BLE Sense device.

computer_vision0.1 icon computer_vision0.1

This repository consists of real-time facial detection programs developed using OpenCV.

mathematics_deeplearning icon mathematics_deeplearning

This project delves into the mathematics and programming behind forward and backward propagation in deep learning. The goal is to gain a comprehensive understanding of the core principles that drive the learning process in neural networks

microai-atom-raspberrypi3 icon microai-atom-raspberrypi3

MicroAI™ is an AI engine that can operate on low power edge and endpoint devices. It can learn the pattern of any and all time series data and can be used to detect anomalies or abnormalities, make one step ahead predictions/forecasts, and calculate the remaining life of entities (whether it is industrial machinery, small devices or the like).

molecular-extraction icon molecular-extraction

Developed a script to extract lowest value of molecule E(RPM6). Source data generated from Guassian Software

sperners_lemma icon sperners_lemma

PP Presentaion on a combinatorial analog of the famous Brouwer fixed point theorem.

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