Vehicle Type Classification with Small Dataset and Transfer Learning Techniques

Vehicle Type Classification with Small Dataset and Transfer Learning Techniques

This study delves into the application of deep learning training techniques using a restricted dataset, encompassing around 400 vehicle images sourced from Kaggle. Faced with the challenges of limited data, the impracticality of training models from scratch becomes apparent, advocating instead for...

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Bibliographic Details
Main Authors: Quang-Tu Pham, Dinh-Dat Pham, Khanh-Ly Can, Hieu Dao To, Hoang-Dieu Vu
Format: Article
Language:English
Published: European Alliance for Innovation (EAI) 2024-03-01
Series:EAI Endorsed Transactions on Industrial Networks and Intelligent Systems
Subjects:
small dataset
Deep Learning
Transfer Learning
Knowledge Distillation
Online Access:https://publications.eai.eu/index.php/inis/article/view/4678

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https://publications.eai.eu/index.php/inis/article/view/4678

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