Here's the famous farmer as he is not often portrayed- mounted on one of the horses he bred. Painting by Boultbee, some time before 1795.
His horse looks rather like a 'Yorkshire Horse', the general all-purpose riding and light carriage horse that later became known as a Cleveland Bay.