Vehicle Type Classification with Small Dataset and Transfer Learning Techniques

Pham, Quang-Tu and Pham, Dinh-Dat and Can, Khanh-Ly and To, Hieu Dao and Vu, Hoang-Dieu (2024) Vehicle Type Classification with Small Dataset and Transfer Learning Techniques. EAI Endorsed Transactions on Industrial Networks and Intelligent Systems.

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Abstract

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 t

Item Type: Article
Date Deposited: 04 Mar 2026 17:23
Last Modified: 11 Apr 2026 03:28
URI: http://eprints.eai.eu/id/eprint/48112

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