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zzzzzz0407 avatar zzzzzz0407 commented on May 25, 2024

Hi, 'kernel' is the decay mode in Matrix NMS, it can be 'gaussian' or 'linear', i.e., two decay methods. And 'sigma' is the decay factor for 'gaussian' method. These parameters are in line with Soft NMS.
Please refer to https://arxiv.org/pdf/2003.10152.pdf for more details about Matrix NMS.

Moreover, if you use the trational NMS (like Mask R-CNN) rather than Matrix NMS (default), the nms_thr (e.g. 0.5) is the only one you need. However, it is much slower than our Matirx NMS.
Therefore, we recommand you to use the default Matrix NMS.

We will update the trational NMS as soon.

from solo.

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