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AlibabaResearch / efficientteacher

A Supervised and Semi-Supervised Object Detection Library for YOLO Series
GNU General Public License v3.0
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using different models in teacher-student #109

Open lamaMajedd opened 1 year ago

lamaMajedd commented 1 year ago

Hello,

I would like to ask about using such code and config at which the teacher model will be different than the student model. for example; the teacher model could be yolov7 and the student model will be yolov7-tiny

is that possible? I could not understand where shall I change the teacher and where shall I change the student in the model. any help?

what about using it in some different way, like some vision transformer as a teacher and yolov7 as a student? do you think that could be worked? did you try it before?

looking forward to your answer. thanks.

halalo513 commented 1 year ago

I guessed that Teacher model is updated by EMA or CosineEMA when Student model is been training.