Platform for the recognition of people and their emotions for SMEs and Startups

A. Mendez-Porras, L. A. Calvo-Valverde, E. Jimenez-Delgado, J. Alfaro-Velasco, S. E. Campana-Bastidas, A. A. Diaz-Toro

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

Industry 4.0 refers to profound changes driven by advances in technologies such as robotics, artificial intelligence, nanotechnology, biotechnology, and others, which will be experienced by industries and society. Facial recognition has allowed for advancements with increasingly more applications in the fields of security, finance, education, and social security. This technology opens opportunities for SMEs (Small and medium-sized enterprises) and startups to develop new products and services with a high technological component. SMEs and startups require high scientific and technical knowledge in implementing this type of technology.We propose a hardware-software multiservice platform in the cloud for facial recognition of people and their emotions for SMEs and startups. This platform will allow SMEs and startups to identify the main algorithms for facial recognition. In addition, they will have the opportunity to evaluate facial recognition models. They could also train such models with different available data sets. Preliminary results are shown of the configuration, training, and validation of two emotion recognition architectures (Resnet and VGG).

Original languageEnglish
Title of host publication2023 18th Iberian Conference on Information Systems and Technologies, CISTI 2023
PublisherIEEE Computer Society
ISBN (Electronic)9789893347928
DOIs
StatePublished - 2023
Event18th Iberian Conference on Information Systems and Technologies, CISTI 2023 - Aveiro, Portugal
Duration: 20 Jun 202323 Jun 2023

Publication series

NameIberian Conference on Information Systems and Technologies, CISTI
Volume2023-June
ISSN (Print)2166-0727
ISSN (Electronic)2166-0735

Conference

Conference18th Iberian Conference on Information Systems and Technologies, CISTI 2023
Country/TerritoryPortugal
CityAveiro
Period20/06/2323/06/23

Keywords

  • emotions recognition
  • facial recognition
  • multiservice platform
  • SMEs
  • startups

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