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Do you release the feature representations for participators who are in your match? #1

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harukaza opened this issue Jun 17, 2022 · 1 comment

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@harukaza
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Do you release the feature representations (both image and text) ?
And how to know the [person2] in question text corresponding to the man who wears a hat (in your paper Fig.2)?

@corlder
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corlder commented Jun 24, 2022

Sorry for the late reply.
A1: To leave more space for trying different methods of feature extraction, we didn't provide feature representation. Besides, for an end-to-end model like the baseline we provided, feature representations are not necessary to be extracted explicitly.

A2: We provide information about alignment in *.json files with the same name as corresponding images. The fields in the JSON files are as follows:

{
    'boxes':[], # list of [x1,y1,x2,y2,area percentage] for each box
    'segms':[], # list of edge lines for each box
    'names':[], # label name of each box
    'width':int, # width of the whole image
    'height'int: # height of the whole image
}

names are sorted in order.
e.g. for a names like ['person', 'person', 'person', 'person', 'bottle', 'spoon', 'chair', 'chair', 'chair', 'chair', 'chair'], [person1] refers to the first object in subset ['person', 'person', 'person', 'person'], and analogously [chair2] refers to the second object in subset ['chair', 'chair', 'chair', 'chair', 'chair'].
The indices in names can correspond with the objects in boxes which are regions in images.

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