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how many decoder needed
In my understanding, the layout for each class needs a specific decoder, right? So it is a binary classification problem for each class?
And what is the main difficulty to formulate amodal estimation as a multi-class classification problem?
As suggested in the monolayout paper, we have made separate decoders for static and dynamic participants in a scene. But Lane estimation for example was solved as a multi-class classification problem.