Apple Flower Recognition Using Convolutional Neural Networks with Transfer Learning and Data Augmentation Technique

Automated monitoring of apple flowers using convolutional neural networks will enable informed decision-making for planning thinning and fruit set operations, optimizing crop load, preventing fruiting periodicity, and enhancing crop quality. The article presents the results of apple flower recogniti...

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Bibliographic Details
Main Authors: Kutyrev Alexey, Andriyanov Nikita
Format: Article
Language:English
Published: EDP Sciences 2024-01-01
Series:E3S Web of Conferences
Online Access:https://www.e3s-conferences.org/articles/e3sconf/pdf/2024/23/e3sconf_abr2024_01006.pdf