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The reason for the dimension change is that the model only support square size input.
This means I have to resize your image first get the mask and then apply the mask to your picture and since the mask is already square this bug happens.
I agree that this is not the optimal solution, and this should be fixed by croping the extra dimension image. Contribution is highly appreciated.
In the mean time I will keep this issue opened until I have time to refactor some stuff
How I can get an updated image with the proper size and dimension?
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