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Thank you for asking. I forgot to mention that our model does not use pre-trained model. Our goal was to make an object detection model without pre-trained weights such as image-net. And representation learning is one way to improve backbone capability with limited amount of data.
Representation learning is still under progress and experimental but if you wish to try, you can first train backbone model with train_repr.py
and train with train.py
as you would train a scratch model but with backbone trained model.
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I'm closing this. Please open new issue if you have further question.
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