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xingyizhou / CenterNet2

Two-stage CenterNet
Apache License 2.0
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SOI of centernet head #51

Open sublong opened 3 years ago

sublong commented 3 years ago

📚 Documentation

what does the parameters SOI of Centernet means，it looks like anchors of RCNN detector，but what is the real meaning of it and how to set for my owndataset?

GrantorShadow commented 3 years ago

Did you get your answer? Please let me know, kinda doing the same thing

xingyizhou commented 3 years ago

Hi, Sorry for the delayed response. SOI is a manually set hyper-parameter to assign FPN levels. And yes, they are kind of "scale"-level anchors. Usually you can use the same values for different datasets --- I used the same values for Objects355/ OpenImages/ LVIS/ MOT/ Crowdhuman/ Mapillary etc. and they all worked fine.