Machine Learning, Deep Learning, Data Science, Towards Data Science, TensorFlow.
pre-trained ConvNets on ImageNet are usually very complex; i.e. they have a lot of training parameters. As a consequence, the model will quickly memorize your training data entirely. As a solution, fine-tuning usually requires 2 things: A lot of regularization A very small learning rate For