About roi_align_rotated output size

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In the traditional rotated object detector, In order to ensure consistent classification and localization of objects in different scales, the output features are usually changed to 7*7 size during the rotated roi operation, but I want to extract the corresponding features according to the real size of the object. How can I handle this?