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Single-Shot Convolution Neural Networks for Real-Time Fruit Detection Within the Tree

Image/video processing for fruit detection in the tree using hard-coded feature extraction algorithms has shown high accuracy on fruit detection during recent years. While accurate, these approaches even with high-end hardware are still computationally intensive and too slow for real-time systems. T...

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Détails bibliographiques
Publié dans:Front Plant Sci
Auteurs principaux: Bresilla, Kushtrim, Perulli, Giulio Demetrio, Boini, Alexandra, Morandi, Brunella, Corelli Grappadelli, Luca, Manfrini, Luigi
Format: Artigo
Langue:Inglês
Publié: Frontiers Media S.A. 2019
Sujets:
Accès en ligne:https://ncbi.nlm.nih.gov/pmc/articles/PMC6537632/
https://ncbi.nlm.nih.gov/pubmed/31178875
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fpls.2019.00611
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