dc.contributor.advisor | Kyriazis, Dimosthenis | |
dc.contributor.advisor | Κυριαζής, Δημοσθένης | |
dc.contributor.author | Kastis, Nikitas | |
dc.contributor.author | Καστής, Νικήτας | |
dc.date.accessioned | 2021-10-05T08:14:54Z | |
dc.date.available | 2021-10-05T08:14:54Z | |
dc.date.issued | 2021-09-25 | |
dc.identifier.uri | https://dione.lib.unipi.gr/xmlui/handle/unipi/13724 | |
dc.identifier.uri | http://dx.doi.org/10.26267/unipi_dione/1147 | |
dc.format.extent | 93 | el |
dc.language.iso | en | el |
dc.publisher | Πανεπιστήμιο Πειραιώς | el |
dc.rights | Αναφορά Δημιουργού-Μη Εμπορική Χρήση-Όχι Παράγωγα Έργα 3.0 Ελλάδα | * |
dc.rights | Αναφορά Δημιουργού-Μη Εμπορική Χρήση-Όχι Παράγωγα Έργα 3.0 Ελλάδα | * |
dc.rights.uri | http://creativecommons.org/licenses/by-nc-nd/3.0/gr/ | * |
dc.title | Service-oriented evironments for: ‘Here We Are’ Vehicle accident statement & car damage detection | el |
dc.title.alternative | Ηλεκτρονική δήλωση ατυχήματος και ανίχνευση βλάβης σε υπηρεσιοστρεφή περιβάλλοντα | el |
dc.type | Master Thesis | el |
dc.contributor.department | Σχολή Τεχνολογιών Πληροφορικής και Επικοινωνιών. Τμήμα Ψηφιακών Συστημάτων | el |
dc.description.abstractEN | This paper aims to present the creation of an application using Microservices
technology and Machine Learning. ‘HereWeAre’ is a web application for
reporting vehicle accidents and consists of three microservices.
Each microservice is built in Python language using FastApi framework and
relational Postgres database. The first service is an Authentication System while
the second one concerns the vehicle accident statement. The third service
uses image analysis models, created with TensorFlow, to detect vehicle
damage in Python. User interface is build in React. | el |
dc.contributor.master | Πληροφοριακά Συστήματα και Υπηρεσίες | el |
dc.subject.keyword | Service-oriented environments | el |
dc.subject.keyword | Containers | el |
dc.subject.keyword | Kubernetes | el |
dc.subject.keyword | Image analysis | el |
dc.subject.keyword | Machine learning | el |
dc.subject.keyword | Docker | el |
dc.date.defense | 2021-09-27 | |