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Ensemble learning for improving generalization in aeroponics yield pbkp_rediction
Conference ObjectAbstract: Agriculture plays a crucial role in economy of several countries and yield pbkp_rediction is essentiPalabras claves:Autores:Julio Torres-Tello, Ko S.B., Moreno L., Venkatachalam S.Fuentes:googlescopusOptimizing a Multispectral-Images-Based DL Model, Through Feature Selection, Pruning and Quantization
Conference ObjectAbstract: The inclusion of technology in agriculture is highly relevant given the increasing global demand forPalabras claves:deep learning, Edge computing, feature selection, multispectral, pruning, quantizationAutores:Julio Torres-Tello, Ko S.B.Fuentes:googlescopusLow-cost 2-D map generation system for a mobile robot
Conference ObjectAbstract: This work is a proof of concept for an artificial vision system, which allows a robot to create two-Palabras claves:digital image processing, Free Software, Kinect Sensor, Map generation, Raspberry PIAutores:Julio Torres-Tello, Ko S.B., Patricio PerezFuentes:googlescopusIdentifying useful features in multispectral images with deep learning for optimizing wheat yield pbkp_rediction
Conference ObjectAbstract: Since unmanned aerial vehicles have been utilized in plant phenotyping, they have revolutionarily imPalabras claves:artificial vision, convolutional neural networks, deep learning, Plant phenotyping, UAV, Wheat yield pbkp_redictionAutores:Julio Torres-Tello, Ko S.B.Fuentes:googlescopus