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A new WatNet version which further extends the data applicability from Sentinel-2 image to Landsat-5, 7, 8 images.

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WatNetv2

An improved version of the WatNet. Specifically,

  1. The WatNetv2 is not applicable for Sentinel-2 image but also applicable for the Landsat series (Landsat-5, 7, 8 and 9) image.
  2. The WatNetv2 achieved high surface water mapping accuracy by compared with WatNet.

To do:

  1. try the data augmentation by using torch module.
  2. try adaptive multiscale network. specifically, if the fine-scale scene could reach to the accurate classification, the coarser-scale scene is used to classificaion.
  3. modify the parallel_loader.py, make multiple scenes to multiple patches, rather than one scene to multiple patches.

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A new WatNet version which further extends the data applicability from Sentinel-2 image to Landsat-5, 7, 8 images.

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