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...
- 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
- 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