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John Willian Branch-Bedoya

Dados Biográficos

ID9733952
NOMEJohn Willian Branch-Bedoya
PRENOMESJohn Willian
SOBRENOMEBranch-Bedoya
ASSINATURABRANCH-BEDOYA J W
AFILIAÇÕESUniversidad Nacional de Colombia
ORCID0000-0002-0378-028X
VERIFICADOSim
TOTAL DE OBRAS3
TOTAL DE CITAÇÕES0
OBRAS COMO AUTOR3
OBRAS COMO EDITOR0
PRIMEIRO ANO DE PUBLICAÇÃO2020
ANO MAIS RECENTE DE PUBLICAÇÃO2022
ÍNDICE H0
  • A GIS Pipeline to Produce GeoAI Datasets from Drone Overhead Imagery

    Open Access•John R Ballesteros, German Sanchez-Torres et al.•ARTICLE•ISPRS International Journal of…•2022

    Drone imagery is becoming the main source of overhead information to support decisions in many different fields, especially with deep learning integration. Datasets to train object detection and semantic segmentation models to solve geospatial data analysis are called GeoAI datasets. They are composed of images and corresponding labels represented by full-size masks typically obtained by manual digitizing. GIS software is made of a set of tools t…

  • Digital Transformation in Higher Education Institutions

    Open Access•Lina María Castro-Benavides, Johnny Alexander Tamayo-Arias et al.•ARTICLE•Sensors•2020

    Higher education institutions (HEIs) have been permeated by the technological advancement that the Industrial Revolution 4.0 brings with it, and forces institutions to deal with a digital transformation in all dimensions. Applying the approaches of digital transformation to the HEI domain is an emerging field that has aroused interest during the recent past, as they allow us to describe the complex relationships between actors in a technologicall…

  • Apropiación social de la ciencia y la tecnología a través de una iniciativa de intervención e inclusión educativa de niños y adolescentes de territorios vulnerables de la minería usando la robótica, c…

    Open Access•Martín Darío Arango-Serna, John Willian Branch-Bedoya et al.•ARTICLE•El Ágora USB•2020

    En este artículo se presenta una iniciativa de intervención e inclusión educativa de niños y adolescentes de territorios vulnerables de influencia de la minería. Para lograr lo anterior se diseñaron un conjunto de robots educativos y material didáctico complementario que fueron utilizados en las diferentes sesiones de la iniciativa. La población beneficiada fueron niños y adolescentes que trabajan día a día en tareas propias de la minería y no ha…

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  • Digital Transformation in Higher Education Institutions

    Open Access•Lina María Castro-Benavides, Johnny Alexander Tamayo-Arias et al.•ARTICLE•Sensors•2020

    Higher education institutions (HEIs) have been permeated by the technological advancement that the Industrial Revolution 4.0 brings with it, and forces institutions to deal with a digital transformation in all dimensions. Applying the approaches of digital transformation to the HEI domain is an emerging field that has aroused interest during the recent past, as they allow us to describe the complex relationships between actors in a technologicall…

  • Apropiación social de la ciencia y la tecnología a través de una iniciativa de intervención e inclusión educativa de niños y adolescentes de territorios vulnerables de la minería usando la robótica, c…

    Open Access•Martín Darío Arango-Serna, John Willian Branch-Bedoya et al.•ARTICLE•El Ágora USB•2020

    En este artículo se presenta una iniciativa de intervención e inclusión educativa de niños y adolescentes de territorios vulnerables de influencia de la minería. Para lograr lo anterior se diseñaron un conjunto de robots educativos y material didáctico complementario que fueron utilizados en las diferentes sesiones de la iniciativa. La población beneficiada fueron niños y adolescentes que trabajan día a día en tareas propias de la minería y no ha…

  • A GIS Pipeline to Produce GeoAI Datasets from Drone Overhead Imagery

    Open Access•John R Ballesteros, German Sanchez-Torres et al.•ARTICLE•ISPRS International Journal of…•2022

    Drone imagery is becoming the main source of overhead information to support decisions in many different fields, especially with deep learning integration. Datasets to train object detection and semantic segmentation models to solve geospatial data analysis are called GeoAI datasets. They are composed of images and corresponding labels represented by full-size masks typically obtained by manual digitizing. GIS software is made of a set of tools t…

Art (1 obra) · Artificial Intelligence (1 obra) · Automated Road and Building Extraction (1 obra) · Computer Science (1 obra) · Computer vision (1 obra) · Data mining (1 obra) · Database (1 obra) · Drone (1 obra) · Geospatial analysis (1 obra) · Ground truth (1 obra)

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