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Training model #4

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ZhihongChen123 opened this issue May 22, 2018 · 2 comments
Open

Training model #4

ZhihongChen123 opened this issue May 22, 2018 · 2 comments

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@ZhihongChen123
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I tried to train the model, but the rpn_bbox_loss remained at around 700 and the model could not converge.Please help me, thank you.

@Haotian-Zhang
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Hi, I had the same issue above. Could you please help us with it?

@katyamineeva
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@ZhihongChen123 @Haotian-Zhang did you succeeded in training the model? I run train_visdrone.py. After both 1, 5, and 20 epochs the model is no longer able to detect anything. I can only guess, what is the reason:

  1. There is a bug in the code.
  2. All weights of the model have to be fine-tuned (commented block of code)
  3. Due to the constant learning rate, the optimization doesn't coverage. I'll try something like ReduceLROnPlateau in my further attempts.

@Mhaiyang please, share some more details of the training process?

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3 participants