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@seefun, thanks for your help! I could reproduce a bug. I guess you saw something like this:

It turned out that you need to change only two lines in the generated .pbtxt to make it work:

at node with a name PriorBox_0 in the width field from

    float_val: 3.0
    float_val: 8.4852809906
    float_val: 4.24264097214

to

    float_val: 30
    float_val: 8.4852809906
    float_val: 4.24264097214

and in the same node but in height field:

from

    float_val: 3.0
    float_val: 4.24264097214
    float_val: 8.4852809906

to

    float_val: 30
    float_val: 4.24264097214
    float_val: 8.4852809906