Callyn Villanueva's Projects
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.
This repository consists of real-time facial detection programs developed using OpenCV.
:-)
Implemented on a Xilinx-based prototyping board and the codes are synthesized by Xilinx ISE software
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™ 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).
Developed a script to extract lowest value of molecule E(RPM6). Source data generated from Guassian Software
ROS packages for ROSbot 2, 2R and 2 PRO
PP Presentaion on a combinatorial analog of the famous Brouwer fixed point theorem.
This is a list of interesting papers and projects about TinyML.