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Apples recognition on trees with neural networks

Debora Cravero

Apples recognition on trees with neural networks.

Rel. Francesco Vaccarino. Politecnico di Torino, Corso di laurea magistrale in Ingegneria Matematica, 2019

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Abstract:

On-tree fruit recognition via statistical learning. I used YOLO, a pre-trained convolutional neural network, to detect apples on images taken in an ochard, then I performed a grid-search and fine-tuning on YOLO to enhance the original results.

Relators: Francesco Vaccarino
Academic year: 2019/20
Publication type: Electronic
Number of Pages: 139
Subjects:
Corso di laurea: Corso di laurea magistrale in Ingegneria Matematica
Classe di laurea: New organization > Master science > LM-44 - MATHEMATICAL MODELLING FOR ENGINEERING
Aziende collaboratrici: Nazari Automazioni s.r.l.
URI: http://webthesis.biblio.polito.it/id/eprint/12729
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