Training A Neural Network – Cluster Of Rice Grains Or Individual Rice Grains?

i am attempting to create a rice variety classification. regarding the training data i can do a cluster of rice that will fill up the whole image or just 1 rice grain per picture.
if individual rice grains: what about the background of the rice grain what will i use?… or is data augmentation enough in making it less reliant on a specific background?