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Possible tiny problems in solo

Open lucasjinreal opened this issue 4 years ago • 1 comments

Hi, wanna ask 2 questions about solo:

  1. How to solve these problems which overlapped masks (1 object may have 2-3 masks), I have used score_threshold=0.22 and default matrix nms settings, for those large object this should not happen:

image

  1. What's a proper way to improve little objects result in solo? Actually I found it's not the solo not able to found those objects, but not able to found accurate, as a result, larger grid size might not help and not bigger is better. For example:

image

lucasjinreal avatar Jan 12 '21 11:01 lucasjinreal

@jinfagang 1. Maybe you can try a smaller mask_thr. 2. Did you train the model on your own data? For COCO trained model, we didn't find such results. Maybe you can increase the input resolution.

WXinlong avatar Feb 05 '21 00:02 WXinlong