“Smart Agriculture” Information Technology and Agriculture Cross-Discipline Research and Development

The aim of this Special Issue is to explore and support the evolution of emerging digital technology applications in agriculture and biology, including but not limited to agriculture, data collection, data mining, bioinformatics, genomics, and phenomics, as well as applications of machine learning a...

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Format:	Online
Idioma:	anglès
Publicat:	MDPI - Multidisciplinary Digital Publishing Institute 2024
Matèries:	corn seeds image identification multi-scale feature fusion deep learning machine vision improved DeepLabV3+ attention mechanism image segmentation strawberry weed identification Faster-R-CNN FPN ResNeXt improved DeepLabv3+ model semantic segmentation transformer weed recognition appearance quality identification of ginseng activation function loss function panchagavya organic fertilizer liquid fertilizer automated fertilizer production drip irrigation system automated irrigation soil texture identification DLAC-CNN-RF model accuracy laser heterodyne radiometer carbon dioxide methane nitrous oxide field measurement pest identification FCN DenseNet maize leaf disease digital agriculture seed metering device monitoring system photoelectric sensor miss multiples flow rate smart agriculture citrus diseases generative adversarial network classification network FastGAN EfficientNet septoriosis Septoria tritici blotch hyperspectral signature hyperspectral disease detection data science neural network wheat seed vigor spectral detection technology image detection technology Information communication technology agriculture ensemble learning Gaussian probabilistic method function convolutional neural network support vector machines crop phenotype maize stem diameter morphological gradient target region YOLOv7-tiny-Apple small target fruit detection and counting crop seedling detection dense target detection lightweight transformer YOLOv5 edible fungi fruit body disease recognition ShuffleNetV2 spatial data quality data quality assessment data quality dimensions interpolation classification n/a thema EDItEUR::P Mathematics and Science::PS Biology, life sciences
Accés en línia:	ONIX_20240514_9783725808182_502
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ONIX_20240514_9783725808182_502

“Smart Agriculture” Information Technology and Agriculture Cross-Discipline Research and Development

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