Search Results for author: Christian Mejia-Escobar

Found 3 papers, 0 papers with code

Volcanic ash delimitation using Artificial Intelligence based on Pix2Pix

no code implementations24 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.

Generative Adversarial Network Management

Estimación de áreas de cultivo mediante Deep Learning y programación convencional

no code implementations25 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.

A Large Visual, Qualitative and Quantitative Dataset of Web Pages

no code implementations15 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.

Binary Classification

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