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Juan Chacon's Projects

convexcombinator icon convexcombinator

Este repositorio contiene los archivos de simulación de un sistema tipo FIS-BKR con combinador convexo como controlador para el nivel de líquido de un tanque cilíndrico. (para más detalles revise el archivo Articulo).

fsdl icon fsdl

Repository following the full stack deep learning curse at https://course.fullstackdeeplearning.com/

gait-inference icon gait-inference

TensorFlow implementation of a gait prediction system based on computer vision a potential tool for the design of lower limb active prosthesis. It uses YOLOv2 for individual detection, and a human pose estimator built from ResNet-50 and a LSTM as prediction model.

gait-wearable icon gait-wearable

An implementation of a wearable sensor for gait estimation using the MPU 6050 (Accelerometer, Gyroscope, 6 Axis Sensor) on top of an ESP32 (for reading and bluetooth communication). The data logging and post processing is done using python.

handson-ml2 icon handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

itau-challenge icon itau-challenge

Building a predictive model that allows to predict the purchase of 5 banking products, to better guide future campaigns.

learningsparkv2 icon learningsparkv2

This is the github repo for Learning Spark: Lightning-Fast Data Analytics [2nd Edition]

llms icon llms

testing some llms locally

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