Optical Waste Identifier Using Google’s Vision AI and MQTT Protocol

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dc.contributor.advisorLópez-Urias, Luis A.
dc.contributor.authorVasconcelos-Magaña, Adrián
dc.contributor.authorMontes-Peña, Luis D.
dc.contributor.authorMartínez-Martínez, Ricardo
dc.date.accessioned2021-08-26T21:20:58Z
dc.date.available2021-08-26T21:20:58Z
dc.date.issued2021-08
dc.descriptionThis project was developed with the intention of providing a tool that helps users to manage waste generated at home. The development was based on the use of two microcontrollers: one in charge of managing the activation of actuators and indicators, as well as the physical interaction with the user. The second was used to carry out the image processing by creating a connection to Google's Vision AI. Both boards were connected wirelessly via the MQTT protocol. The outcome regarding the use of Vision AI helps the reader to understand the ease of use of this tool, as well as its versatility, leading to an easy incorporation in different projects related to image processing. On the other hand, the results referring to the MQTT protocol demonstrate why it should be one of the first considerations when the objective is to create a stable and scalable wireless connection between two or more clients through the same server. The results obtained adduce the basis for future research, which should provide scalability to the project and take it to be a commercial product that will help any user who is seeking to perform greener practices at home.es_MX
dc.description.sponsorshipITESO, A. C.es
dc.identifier.citationVasconcelos-Magaña, A.; Montes-Peña, L. D.; Martínez-Martínez, R. (2021). Optical Waste Identifier Using Google’s Vision AI and MQTT Protocol. Trabajo de obtención de grado, Especialidad en Sistemas Embebidos. Tlaquepaque, Jalisco: ITESO.es_MX
dc.identifier.urihttps://hdl.handle.net/11117/7497
dc.language.isoenges_MX
dc.publisherITESOes_MX
dc.rights.urihttp://quijote.biblio.iteso.mx/licencias/CC-BY-NC-2.5-MX.pdfes_MX
dc.subjectVision AIes_MX
dc.subjectAdafruites_MX
dc.subjectMQTTes_MX
dc.subjectGoogle Cloudes_MX
dc.subjectRaspberry Pies_MX
dc.titleOptical Waste Identifier Using Google’s Vision AI and MQTT Protocoles_MX
dc.typeinfo:eu-repo/semantics/academicSpecializationes_MX
dc.type.versioninfo:eu-repo/semantics/acceptedVersiones_MX

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