Application of transfer learning for object recognition using convolutional neural networks

In this work the transfer learning technique is used to create a computational tool that recognizes the objects of the automatic laboratory of the Universidad Autónoma de Occidente in real time. As a pre-trained neural net, the Inception-V3 is used as a feature extractor in the images and on the oth...

Full description

Autores:
López Sotelo, Jesús Alfonso
Salazar Gómez, Gustavo Andrés
Díaz Salazar, Nicolas
Tipo de recurso:
Article of journal
Fecha de publicación:
2018
Institución:
Universidad Autónoma de Occidente
Repositorio:
RED: Repositorio Educativo Digital UAO
Idioma:
eng
OAI Identifier:
oai:red.uao.edu.co:10614/11409
Acceso en línea:
http://hdl.handle.net/10614/11409
https://doi.org/10.1007/978-3-030-03023-0_2
Palabra clave:
Redes neuronales (Computadores)
Neural networks (Computer science)
Transfer learning
Softmax
Inception-V3
Tensorflow
Neural networks
Convolutional neural network
Rights
openAccess
License
Derechos Reservados - Universidad Autónoma de Occidente