Are metrics suitable for 2D data or 3D data? #37
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Which metrics are suitable for 2D data or 3D data? |
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Hello @lxy51, thank you for your question. Most of the metrics are designed for images, that is tensors with shape There are two exceptions: |
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Okay, thank you. |
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Hello @lxy51, thank you for your question. Most of the metrics are designed for images, that is tensors with shape$C \times H \times W$ . They cannot be applied to videos, that is tensors with shape $C \times L \times H \times W$ .
There are two exceptions:
SSIMandPSNR. These will work with videos/3D data. It is also possible to apply the other metrics to individual frames in videos.