Benefits of Pre-training

Using a Pre-trained Model for Transfer Learning in Deep Learning

Model Training Strategy for Medical Imaging

A research team is developing a model to classify rare plant diseases from a small, specialized dataset of only 500 leaf images. They are considering several training strategies. Which of the following strategies best demonstrates an understanding of how to leverage an initial, general-purpose training phase to overcome the limitation of a small dataset?

Rationale for Pre-training with General Data