CADIC   02618
CENTRO AUSTRAL DE INVESTIGACIONES CIENTIFICAS
Unidad Ejecutora - UE
congresos y reuniones científicas
Título:
Comparison of services for the recognition of flora images. Uses in augmented reality and tourism
Autor/es:
GONZÁLEZ, FEDERICO; ROMANO, LUCAS; FEIERHERD, GUILLERMO; SOLER, ROSINA MATILDE; VIERA, LEONEL; DEPETRIS, BEATRIZ; DELIA, LISANDRO
Lugar:
Bahía Blanca
Reunión:
Congreso; XXIV Congreso Argentino de Ciencias de la Computación; 2018
Resumen:
Tourism information services are evolving rapidly. With the Internet, tourists organize their trips by managing information before arriving at their destination. Nature is the main tourist attraction in Argentina. However, theinformation tools as field guides, have had few improvements in their digitalversion compared to printed ones. This work compares machine learning, deeplearning, artificial intelligence and image recognition services, to evaluate the app development for mobile phones that offers the recognition in real time of flora species in natural areas with low or no internet connectivity. Recognition of three Nothofagus tree species was evaluated in the Tierra del Fuego National Park, using IBM Watson and Microsoft Azure, with good results ingeneral. The next iteration of this work expects to use assisted learning toimprove the efficiency of the neural network obtained to know the adaptationcapacities for each evaluated service.