1. A method for the automated delineation of hydrocarbon accumulations from seismic data gathered in an oil and/or gas field comprising the steps of: developing a neural network using wellbore data indicating productive areas and nonproductive areas; and applying the neural network to at least a portion of the seismic data to distinguish and delineate producing areas from non-producing areas of the oil and/or gas field.