In a case study at Mangoku-ura Lagoon, pix2pix outperformed FCN on independent 2008 imagery for mapping seagrass and sand, and the outputs captured tsunami-related changes.
fully convolutional networks
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Eelgrass beds and oyster farming at a lagoon before and after the Great East Japan Earthquake 2011: potential to apply deep learning at a coastal area
In a case study at Mangoku-ura Lagoon, pix2pix outperformed FCN on independent 2008 imagery for mapping seagrass and sand, and the outputs captured tsunami-related changes.