Deep Learning, Artificial Intelligence, Convolutional Network, Image Classification, Dropout.
dropout obtains an error rate of 14.98% on CIFAR-10. Using dropout in the fully connected layers reduces that to 14.32% and adding dropout in every layer further reduces the error to 12.61%. Error is further reduced to 11.68% by replacing ReLU units with Maxout units. On CIFAR-100, dropout reduces