Connor Shorten

A survey on Image Data Augmentation for Deep Learning

2019 · Journal Of Big Data

Deep convolutional neural networks have performed remarkably well on many Computer Vision tasks. However, these networks are heavily reliant on big data to avoid overfitting. Overfitting refers to the phenomenon when a network learns a …