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Add support for IterDet #4830

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@liaopeiyuan

Description

@liaopeiyuan

Supporting IterDet would sound like a good idea, which works for both 1- and 2-stage detection models.

Motivation
It seems like a powerful post-processing/joint-training step with crowded scenes and densely packed object detection.

Related resources
Original article: https://arxiv.org/pdf/2005.05708.pdf
GitHub code w. existing adaptations from mmdet: https://github.com/saic-vul/iterdet

Additional context
What would be the best stage to introduce this?

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