Evolving Pre-Trained CNN Using two-layers optimizer for road damage detection from drone images

• Main Authors: Samma, Hussein, Suandi, Shahrel Azmin, Ismail, Nor Azman, Sulaiman, Sarina, Li Ping, Lee
• Format: Article
• Language: English
• Published: Institute of Electrical and Electronics Engineers Inc. 2021
• Subjects: QA75 Electronic computers. Computer science
• Online Access: http://eprints.utm.my/id/eprint/96451/1/NorAzmanIsmail2021_EvolvingPreTrainedCNNUsing.pdf; http://eprints.utm.my/id/eprint/96451/; http://dx.doi.org/10.1109/ACCESS.2021.3131231

There are numerous pre-Trained Convolutional Neural Networks (CNN) introduced in the literature, such as AlexNet, VGG-19, and ResNet. These pre-Trained CNN models could be reused and applied to tackle different image recognition problems. Unfortunately, these pre-Trained CNN models are complex and h...