We develop a novel method based on Deep Convolutional Networks (DCN) to automate the identification and mapping of fracture and fault traces in optical images. The method employs two DCNs in a two players game: a first network. called Generator. learns to segment images to make them resembling the ground truth; a second network. https://www.mariameetsanna.com/product-category/6np/