Bangladeshi Native Vehicle Classification Based on Transfer Learning with Deep Convolutional Neural Network

Bangladeshi Native Vehicle Classification Based on Transfer Learning with Deep Convolutional Neural Network

Vehicle type classification plays an essential role in developing an intelligent transportation system (ITS). Based on the modern accomplishments of deep learning (DL) on image classification, we proposed a model based on transfer learning, incorporating data augmentation, for the recognition and cl...

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Autores principales: Md Mahibul Hasan, Zhijie Wang, Muhammad Ather Iqbal Hussain, Kaniz Fatima
Formato: article
Lenguaje:EN
Publicado: MDPI AG 2021
Materias:
native vehicle type classification
Deshi-BD vehicle dataset
deep learning
transfer learning
ResNet-50
Chemical technology
TP1-1185
Acceso en línea:https://doaj.org/article/ddc17f8e630043b38ea52c5be6620884
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https://doaj.org/article/ddc17f8e630043b38ea52c5be6620884

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