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Confusion about why a single conv layer is able to learn the offsets

3

Hi, I was confused that why a single conv layer is able to learn the offsets, since a conv layer is local connected to the input. So how could it...

About the scale of your collected dataset

2

Hi, thanks for your great work! May I ask how many images did you use to train the model?

Does the learning rate always stay the same (default 0.001 in the Adam optimizer)?

1

Does the learning rate always stay the same (default 0.001 in the Adam optimizer)? If not, could you tell me how you set in your experiments? Thanks!