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broadinstitute / keras-rcnn

Keras package for region-based convolutional neural networks (RCNNs)
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return scores in objectproposal #32

Closed jhung0 closed 7 years ago

jhung0 commented 7 years ago

Instead of returning just proposals, return scores as well https://github.com/broadinstitute/keras-rcnn/blob/master/keras_rcnn/backend/tensorflow_backend.py#L86

JihongJu commented 7 years ago

@jhung0 What do we need the score for? Isn't the ROIs enough?

jhung0 commented 7 years ago

We don't use it, but it's possible they could be useful for someone

JihongJu commented 7 years ago

I'd say it is definitely very helpful to rank the object proposals by the score. And I can also imagine something like returning filtered proposals by ranking or by thresholding. But I am not sure how we should do this. Either having a separate filter layer or adding filtering to the proposal layer.