no code implementations • 24 Jul 2023 • Christian Carrillo, Gissela Torres, Christian Mejia-Escobar
Volcanic eruptions emit ash that can be harmful to human health and cause damage to infrastructure, economic activities and the environment.
no code implementations • 25 Jul 2022 • Javier Caicedo, Pamela Acosta, Romel Pozo, Henry Guilcapi, Christian Mejia-Escobar
The strategy combines a Generative Adversarial Neural Network (GAN) that is trained on a dataset of aerial photographs of natural and urban landscapes to improve image resolution; a Convolutional Neural Network (CNN) trained on a dataset of aerial photographs of sugar cane plots to distinguish populated or unpopulated crop areas; and a standard image processing module for the calculation of areas in a percentage manner.
no code implementations • 15 May 2021 • Christian Mejia-Escobar, Miguel Cazorla, Ester Martinez-Martin
The World Wide Web is not only one of the most important platforms of communication and information at present, but also an area of growing interest for scientific research.