From 0d61d8b3fa94d9703bde65c625fc0b8631d97cfc Mon Sep 17 00:00:00 2001
From: Jamil Zakirov
+ + To compute [FSIM ](https://www4.comp.polyu.edu.hk/~cslzhang/IQA/TIP_IQA_FSIM.pdf) as a measure, use lower case function from the library: + ```python + import torch + from piq import fsim + + prediction = torch.rand(3, 3, 256, 256) + target = torch.rand(3, 3, 256, 256) + vsi_index: torch.Tensor = fsim(prediction, target, data_range=1.) + ``` + + In order to use FSIM as a loss function, use corresponding PyTorch module: + ```python + import torch + from piq import FSIMLoss + + loss = FSIMLoss(data_range=1.) + prediction = torch.rand(3, 3, 256, 256, requires_grad=True) + target = torch.rand(3, 3, 256, 256) + output: torch.Tensor = loss(prediction, target) + output.backward() + ``` +
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