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. |
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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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