Fine-tuning CaffeNet for Style Recognition on “Flickr Style” Data Fine-tuning takes an already learned model, adapts the architecture, and resumes training from the already learned model weights. Let’s fine-tune the BAIR-distributed CaffeNet model on a different dataset, Flickr Style, to predict image style instead of object category. Explanation The Flickr-sourced images of the Style dataset are