Is WBF consider to be part of Ensemble Learning

[moahaimen]

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]

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]

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

[ErikValle]

You are right!

[moahaimen]

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.

[tejasri19]

@moahaimen Check this paper - Ensemble Learning techniques for object
detection in high-resolution satellite images. It can be understood from hre that WBF can come under Prediction variation-based methods