Sergio Gil Gavela's repositories
annotations-and-mAP-sripts
Python scripts to parse between coco and bdd100k annotations for object detection. It also includes a folder 'mAP' that contains the script main.py which can calculate the mAP score given the ground-truth and prediction coordinates for detected objects.
cocojson_parser
Parses bbd100k to_coco file to coco json file
f1_insights_SQL
From a dataset containing F1 all historical data a Microsoft, using Microsoft SQL Service, I created a database and then I extracted some interesting insights.
heart_disease_prediction_calculator
Esta calculadora del riesgo de padecer una enfermedad cardiaca forma parte de mi TFG del grado de Matemáticas. La calculadora utiliza un modelo de regresión logística para a partir de 14 parámetros médicos predecir la probabilidad de padecer una enfermedad cardiovascular. La calculadora está orientada a ser usada por personal sanitario dado que la mayoría de los parámetros requieren de material y conocimientos médicos para ser medidos.
Pr4-1
Canela de la que no se ve todos los días
psychological_test_with_pca
Psychological test designed from a macro-survey among students. To design the test and obtain insights about the psychological profiles of the respondents I used dimensionality reduction techniques such as PCA or factor analysis.
scraper_cars
Scraper made with scrapy to crawl information about second-hand and km0 cars in Spanish market
shootings_visualizations
Several visualizations made with ggplot using a dataset which contains data about shootings from policemen to civilians between 2005 and 2020.