Spatial boundaries of over 160,000 agricultural dams in the South West Agricultural Zone of Western Australia. This product was created with Deep Learning image segmentation of satellite data (Vivid 2.0), with further filtering of each feature with a Deep Learning binary classifier. The imagery that this data was derived from was mostly captured from 2018 to 2019.