Evolving Deep Neural Networks by Multi-objective Particle Swarm Optimization for Image Classification

21 Mar 2019Bin WangYanan SunBing XueMengjie Zhang

In recent years, convolutional neural networks (CNNs) have become deeper in order to achieve better classification accuracy in image classification. However, it is difficult to deploy the state-of-the-art deep CNNs for industrial use due to the difficulty of manually fine-tuning the hyperparameters and the trade-off between classification accuracy and computational cost... (read more)

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