Suki LauinTowards Data ScienceLearning Rate Schedules and Adaptive Learning Rate Methods for Deep LearningWhen training deep neural networks, it is often useful to reduce learning rate as the training progresses. This can be done by using…Jul 29, 201710Jul 29, 201710
Suki LauinTowards Data ScienceImage Augmentation for Deep LearningDeep networks need large amount of training data to achieve good performance. To build a powerful image classifier using very little…Jul 10, 20174Jul 10, 20174
Suki LauinTowards Data ScienceA Walkthrough of Convolutional Neural Network — Hyperparameter TuningAmong the diverse deep learning architecture, convolutional neural network (convnets for short) stands out for its unprecedented…Jul 10, 20177Jul 10, 20177