Segmentation and detection of Woody Trunks using Deep Learning for Agricultural Robotics

Agricultural robots need image processing algorithms, which should be reliable under all weather conditions and be computationally efficient. Furthermore, several limitations may arise, such as the characteristic vineyard terrain irregularities or overfitting in the training of neural networks that...

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Bibliographic Details
Main Author: Nuno Gonçalo Pinto Machado Namora Monteiro (author)
Format: masterThesis
Language:eng
Published: 2020
Subjects:
Online Access:https://hdl.handle.net/10216/132928
Country:Portugal
Oai:oai:repositorio-aberto.up.pt:10216/132928