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Image-based recognition of natural disasters and other events that might require human assistance
dc.contributor | Torralba, Antonio |
dc.contributor | Giró, Xavier |
dc.contributor.author | Marzo Grimalt, Núria |
dc.contributor.other | Universitat Politècnica de Catalunya. Departament de Teoria del Senyal i Comunicacions |
dc.coverage.spatial | east=-71.09415999999999; north=42.360091; name=35, Cambridge, MA 02142, Estats Units d'Amèrica |
dc.date.accessioned | 2019-10-07T10:26:42Z |
dc.date.available | 2019-10-07T10:26:42Z |
dc.date.issued | 2019-05-28 |
dc.identifier.uri | http://hdl.handle.net/2117/169298 |
dc.description.abstract | The work is going to consist on building a dataset with images from incidents such as fires, earthquakes, floodings, contamination… in different scenarios. The data needs to be cleaned and is going to be annotated using Amazon Mechanical Turk. Meanwhile a model for recognising the scenes and the incidents is going to be trained and tested using deep learning techniques in order to achieve good results. The model is going to use computer vision techniques. |
dc.language.iso | eng |
dc.publisher | Universitat Politècnica de Catalunya |
dc.rights | Attribution-NonCommercial-NoDerivs 3.0 Spain |
dc.rights.uri | http://creativecommons.org/licenses/by-nc-nd/3.0/es/ |
dc.subject | Àrees temàtiques de la UPC::Enginyeria de la telecomunicació |
dc.subject.lcsh | Telecommunication |
dc.subject.other | deep learning |
dc.subject.other | machine learning |
dc.subject.other | image recognition |
dc.subject.other | computer vision |
dc.subject.other | scene recognition |
dc.subject.other | humanitarian |
dc.subject.other | natural disasters |
dc.title | Image-based recognition of natural disasters and other events that might require human assistance |
dc.type | Bachelor thesis |
dc.subject.lemac | Telecomunicació |
dc.identifier.slug | PRISMA-138845 |
dc.rights.access | Open Access |
dc.date.updated | 2019-07-18T13:21:55Z |
dc.audience.educationlevel | Grau |
dc.audience.mediator | Universitat Politècnica de Catalunya. Centre de Formació Interdisciplinària Superior |
dc.audience.mediator | Escola Tècnica Superior d'Enginyeria de Telecomunicació de Barcelona |
dc.audience.degree | GRAU EN ENGINYERIA FÍSICA/GRAU EN ENGINYERIA DE TECNOLOGIES I SERVEIS DE TELECOMUNICACIÓ |
dc.contributor.covenantee | Massachusetts Institute of Technology |
dc.description.mobility | Outgoing |