This is the official repository for the paper: "A deep learning approach for Marine Snow Synthesis and Removal" by Fernando Galetto and Guang Deng. Datasets: This paper introcudes 2 new datasets that can be downloaded from the following links: Marine snow samples: link Marine snow removal dataset: link Model GAN for Marine snow synthesis: link UNet for Marine snow removal: link