How to prevent overlapping segments?

matterport / Mask_RCNN

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

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How to prevent overlapping segments? #1747

Open eyildiz-ugoe opened 5 years ago

eyildiz-ugoe commented 5 years ago

The segmentation map delivered by the algorithm has overlapping segments as you can see in the below image, which is not desired. How to make sure that the segments don't overlap, and that each pixel belongs to only one class? There has to be an option for that, right?

segmentation_map

zlyx525 commented 5 years ago

I have the same problem. My result is like this. Have you solved it?

eyildiz-ugoe commented 5 years ago

Unfortunately not yet. I do believe other people have this problem too, so we may keep looking how they solved it. In any case, if I find a solution, I'll post here.

I also hoped the authors to say something about this issue.

cipher009 commented 4 years ago

Any news on that?

eyildiz-ugoe commented 4 years ago

Not really, besides, I am not using the aforementioned network anymore.