PaddlePaddle/PaddleSeg

Does MSE and SAD eval metrics works for binary classification (Sematic segmentation)?

Sanath1998 opened this issue · 0 comments

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Hi @jzhang533 @ZeyuChen @llxxxll @QingshuChen,

Thanks for this wonderful repository. But I have 1 question will MSE (Mean Squared Error) and SAD (Sum of Absolute Difference) works for Binary Classification where I have only background and foreground class while doing this Sematic Training?
If yes could you please give your understanding on it which helps us a lot?

Reference from the code:- https://github.com/PaddlePaddle/PaddleSeg/blob/release/2.9/Matting/ppmatting/metrics/metric.py

Thanks and reply is much appreciated.