A grid search over 8 activations, 5 optimizers, and 2 pooling methods on an 800-image crack dataset reports tanh+Adam+maxpooling as best, a conclusion its own validation numbers do not support.
International conference on machine learning
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Impact of Tuning Parameters in Deep Convolutional Neural Network Using a Crack Image Dataset
A grid search over 8 activations, 5 optimizers, and 2 pooling methods on an 800-image crack dataset reports tanh+Adam+maxpooling as best, a conclusion its own validation numbers do not support.