Orlando, Simone
(2023)
Distance-based models for Vehicle Classification: A case study.
[Laurea magistrale], Università di Bologna, Corso di Studio in
Artificial intelligence [LM-DM270], Documento full-text non disponibile
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Abstract
The ever-increasing demand for artificial intelligence techniques in the industry has encouraged the automation of processes that were previously carried out manually. Today, Artificial Intelligence helps us to perform basic tasks more efficiently and faster, sometimes even surpassing the human level.
The CarX project was born with the idea of applying Machine Learning and Deep Learning in the context of car retailing. Specifically, the aim is to create a process that guides the user in selling a car or replacing a specific part. This thesis aims to contribute to the CarX project by improving the recognition process of the make and model of a car from an image.
Abstract
The ever-increasing demand for artificial intelligence techniques in the industry has encouraged the automation of processes that were previously carried out manually. Today, Artificial Intelligence helps us to perform basic tasks more efficiently and faster, sometimes even surpassing the human level.
The CarX project was born with the idea of applying Machine Learning and Deep Learning in the context of car retailing. Specifically, the aim is to create a process that guides the user in selling a car or replacing a specific part. This thesis aims to contribute to the CarX project by improving the recognition process of the make and model of a car from an image.
Tipologia del documento
Tesi di laurea
(Laurea magistrale)
Autore della tesi
Orlando, Simone
Relatore della tesi
Correlatore della tesi
Scuola
Corso di studio
Ordinamento Cds
DM270
Parole chiave
vehicle classification,metric learning,few-shot learning,distance-based,deep learning
Data di discussione della Tesi
23 Marzo 2023
URI
Altri metadati
Tipologia del documento
Tesi di laurea
(NON SPECIFICATO)
Autore della tesi
Orlando, Simone
Relatore della tesi
Correlatore della tesi
Scuola
Corso di studio
Ordinamento Cds
DM270
Parole chiave
vehicle classification,metric learning,few-shot learning,distance-based,deep learning
Data di discussione della Tesi
23 Marzo 2023
URI
Gestione del documento: