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hkzhang95 / DynamicRCNN

Dynamic R-CNN: Towards High Quality Object Detection via Dynamic Training, ECCV 2020
https://www.ecva.net/papers/eccv_2020/papers_ECCV/papers/123600256.pdf
MIT License
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How combine DynamicRCNN with Cascade-RCNN? #6

Open sunpeng1996 opened 4 years ago

sunpeng1996 commented 4 years ago

Hello, thanks for your great work! How combine DynamicRCNN with Cascade-RCNN? Have you tried it before? Or do you have some parameter configurations to provide?

hkzhang95 commented 4 years ago

Sorry for the late reply, I am kind of busy recently.

I haven't tried to combine them before since they actually explore different aspects to improve object detection. From my perspective, applying our dynamic design on Cascade R-CNN will be beneficial since Cascade R-CNN ignores the dynamic property in the training procedure. However, considering that Cascade R-CNN has multiple detection heads and specific hand-crafted settings for each head, combining them may require some deliberate design.

I will try to combine them recently if I am available. Also, if you are interested in this topic, you are welcome to share your experience.