Recognition of objects based on deep learning in an RPAS

Producción científica: Capítulo del libro/informe/acta de congresoContribución a la conferenciarevisión exhaustiva

Resumen

A combination between research lines of robotics and artificial intelligence and using computer vision, this consists of using robotic systems that can recognize and understand images and scenes, generally integrate the Areas: detection of objects image recognition and Image Generation Object detection is sophisticated and more in robotics due to countless applications that can develop through image processing. This article shows the implementation of the NVIDIA® Jetson development card in a remote control unmanned aerial system (RPAS) for object recognition, based on focal loss. Hence, it is a challenge to obtain results, which it faces to develop it will show in the expected final solution.

Idioma originalInglés
Título de la publicación alojadaApplications of Digital Image Processing XLIII
EditoresAndrew G. Tescher, Touradj Ebrahimi
EditorialSPIE
ISBN (versión digital)9781510638266
DOI
EstadoPublicada - 2020
EventoApplications of Digital Image Processing XLIII 2020 - Virtual, Online, Estados Unidos
Duración: 24 ago. 20204 sep. 2020

Serie de la publicación

NombreProceedings of SPIE - The International Society for Optical Engineering
Volumen11510
ISSN (versión impresa)0277-786X
ISSN (versión digital)1996-756X

Conferencia

ConferenciaApplications of Digital Image Processing XLIII 2020
País/TerritorioEstados Unidos
CiudadVirtual, Online
Período24/08/204/09/20

Huella

Profundice en los temas de investigación de 'Recognition of objects based on deep learning in an RPAS'. En conjunto forman una huella única.

Citar esto