Avatar

Francisco Carrillo-Perez

Computer engineering student, deep learning, machine learning and data mining. e-Health products

Spain (Granada)

carrilloperezfrancisco@gmail.com

My blog

Researchgate

Google Scholar

pacocp pacocp9 franciscocp

My work

Defect detection in Nanofibers using Convolutional Neural Networks

Defect detection in Nanofibers using Convolutional Neural Networks using Keras.

Defect detection in Nanofibers using Convolutional Neural Networks. This project was implements using Deep Learning library Keras. The documentation of the project is in English.

Technologies I've used:Python, Keras, Matplotlib

Visit the project on Github


Deep Learning for diagnosis based on biomedical images

Classification of healthy and Alzheimer pacients with CNNs using Keras.

Classifying MRI brain images of healthy pacients and pacients that suffer of Alzheimer using 2D Convolutional Neural Networks. This was my final degree's thesis. The documentation is in Spanish.

Technologies I've used:Python, Keras, Matplotlib, Nibabel

Visit the project on Github


DMTM Project

Data Mining project. Our goal was to predict the risk of default for credit card users.

It write a different files with different sizes. And it read a file.

In this case we've worked with a database of customer. Our goal was to predict the risk of default for credit card users. We wanted to have the F score as high as possible, that was the metric. They didn't care about understanding why, they care about making good predictions.

Technologies I've used: Python, Jupyter Notebook, Scikit-Learn, KNIME, Matplotlib, XGBoost

Visit the project on Github


ToothTest

Test different values of color for experiments, based on perceptibility, acceptability and a scale.

ToothTest is a Python's based script to make experiments about the evaluation of differences and similarities on different aspects of teeth. It was used in the congress poster: Color difference thresholds for esthetic gingiva restoration: a pilot study. It is under the Apache License.

Technologies I've used:Python, Tkinter

Visit the project on Github


Restaurants with Vegetarian options in USA.

Interactive map.

Web interactive map with the Restaurants that have vegetarian options in USA. This was made for fun and to learn how to create interative web maps.

Technologies I've used:Leaflet.js,CSS,HTML,javascript

Visit the project on Github