Professional Experience

Acknowledgements

Education

Research

A Study of ConvNeXt Architectures for Enhanced Image Captioning

IEEE Access
2024 | Journal article
CONTRIBUTORS: Leo Ramos; Edmundo Casas; Cristian Romero; Francklin Rivas-Echeverría; Manuel Eugenio Morocho-Cayamcela

A comparative study of YOLOv5 and YOLOv8 for corrosion segmentation tasks in metal surfaces

Array
2024-06 | Journal article
CONTRIBUTORS: Edmundo Casas; Leo Ramos; Cristian Romero; Francklin Rivas-Echeverría

Computer vision for wildfire detection: a critical brief review

Multimedia Tools and Applications
2024-03-13 | Journal article
CONTRIBUTORS: Leo Ramos; Edmundo Casas; Eduardo Bendek; Cristian Romero; Francklin Rivas-Echeverría

Artificial intelligence and sustainability in the fashion industry: a review from 2010 to 2022

SN Applied Sciences
2023-12 | Journal article
CONTRIBUTORS: Leo Ramos; Francklin Rivas-Echeverría; Anna Gabriela Pérez; Edmundo Casas

An End-to-End Platform for Managing Third-Party Risks in Oil Pipelines

IEEE Access
2024 | Journal article
CONTRIBUTORS: Edmundo Casas; Leo Ramos; Cristian Romero; Francklin Rivas-Echeverría; Dunetchka Cerpa; Pablo Hernández; Gonzalo Orellana; José Luis Ibarra; Carlos Rosas Albrecht; Natalia Cuevas et al.

Hyperparameter optimization of YOLOv8 for smoke and wildfire detection: Implications for agricultural and environmental safety

Artificial Intelligence in Agriculture
2024-06 | Journal article
CONTRIBUTORS: Leo Ramos; Edmundo Casas; Eduardo Bendek; Cristian Romero; Francklin Rivas-Echeverría

Assessing the Effectiveness of YOLO Architectures for Smoke and Wildfire Detection

IEEE Access
2023 | Journal article
CONTRIBUTORS: Edmundo Casas; Leo Ramos; Eduardo Bendek; Francklin Rivas-Echeverría

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