Callyn Villanueva's repositories
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.
Bellman-Equation
The Bellman Equation is a recursive formula that forms the basis for dynamic programming. This program computes the expected total reward of taking an action from a state in a Markov decision process
Computer_Vision0.1
This repository consists of real-time facial detection programs developed using OpenCV.
DeepLearning-IdiomaticExpression
I will be using BERT (Bidirectional Encoder Representations from Transformers) and will test Static Idioms. The model is designed to output binary classification
FPGA-Prototyping-Verilog-
Implemented on a Xilinx-based prototyping board and the codes are synthesized by Xilinx ISE software
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
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).
tinyml-papers-and-projects
This is a list of interesting papers and projects about TinyML.
Molecular-Extraction
Developed a script to extract lowest value of molecule E(RPM6). Source data generated from Guassian Software
rosbot_ros
ROS packages for ROSbot 2, 2R and 2 PRO
Sperners_Lemma
PP Presentaion on a combinatorial analog of the famous Brouwer fixed point theorem.