Browsing Ingeniería Industrial by autor Ulima "Chicchón Apaza, Miguel Ángel"
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Semantic Segmentation of Underwater Environments Using DeepLabv3+ and Transfer Learning
Chicchón Apaza, Miguel Ángel; Bedón Monzón, Héctor Manuel (Springer, 2022)Acceso restringidoThe semantic segmentation approach is essential in automated scene analysis, but its application in underwater environments is still limited. Datasets generally have insufficient labeled data, unbalanced data classes, and ... -
Semantic Segmentation of Weeds and Crops in Multispectral Images by Using a Convolutional Neural Networks Based on U-Net
Chicchón Apaza, Miguel Ángel; Bedón Monzón, Héctor Manuel (Springer, 2020)Acceso restringidoA first step in the process of automating weed removal in precision agriculture is the semantic segmentation of crops, weeds and soil. Deep learning techniques based on convolutional neural networks are successfully applied ...