Automatic detection and classification of honey bee comb cells using deep learning

In a scenario of worldwide honey bee decline, assessing colony strength is becoming increasingly important for sustainable beekeeping. Temporal counts of number of comb cells with brood and food reserves offers researchers data for multiple applications, such as modelling colony dynamics, and beekee...

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Bibliographic Details
Main Author: Alves, Thiago da Silva (author)
Other Authors: Pinto, M. Alice (author), Ventura, Paulo (author), Neves, Cátia J. (author), Biron, David G. (author), Candido Junior, Arnaldo (author), Paula Filho, Pedro L. de (author), Rodrigues, Pedro João (author)
Format: article
Language:eng
Published: 2018
Subjects:
Apis mellifera L.
Cell classification
Deep learning
DeepBee software
Machine learning
Semantic segmentation
Online Access:http://hdl.handle.net/10198/22321
Country:Portugal
Oai:oai:bibliotecadigital.ipb.pt:10198/22321

Internet

http://hdl.handle.net/10198/22321

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