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ZFTurbo / Weighted-Boxes-Fusion

Set of methods to ensemble boxes from different object detection models, including implementation of "Weighted boxes fusion (WBF)" method.
MIT License
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Is WBF consider to be part of Ensemble Learning #58

Open moahaimen opened 1 year ago

moahaimen commented 1 year ago

hi i need to apply Ensemble Learning on My object detection project and I saw your github, can you please confirm that WBF considers to be part of Ensemble Learning? and is it like ADA boost? Does it work with voting Aggregation

ErikValle commented 1 year ago

You can use WBF in Ensemble Learning or even in a single model since each preditec box is added to a single list. I recommend you the paper they posted.

moahaimen commented 1 year ago

i used it and consider it as ensemble learning as i put 3 yolov7 models, is it right?

ErikValle commented 1 year ago

You are right!

moahaimen commented 1 year ago

i am really sorry for bothering you, but my professor asks me to explain it how its ensemble learning and what is the Ensemble Learning Strategy WBF belongs too, such as Stacking, Voting or Boosting or others.