You are developing a custom image classification model for a food delivery platform that needs to classify images of dishes into different categories. The model needs to be highly accurate and capable of handling a wide variety of dish presentations and cuisines. Describe how you would approach the training of this model, including the choice of model architecture, the labeling process, and the metrics you would use to evaluate the model's performance.