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manila95 / AutoLay

A novel benchmark dataset for Monocular Layout prediction
https://hbutsuak95.github.io/AutoLay/
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how many decoder needed #10

Open sunnyHelen opened 2 years ago

sunnyHelen commented 2 years ago

In my understanding, the layout for each class needs a specific decoder, right? So it is a binary classification problem for each class?

sunnyHelen commented 2 years ago

And what is the main difficulty to formulate amodal estimation as a multi-class classification problem?

manila95 commented 2 years ago

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.