some minor mistakes of the code.

[Hzzone]

1. Image Normalization according to imagenet_mean.binaryproto.
2. Age Estimation computing mistake. Your code:

def expected_age(vector):
    res = [(i+1)*v for i, v in enumerate(vector)]
    return sum(res)

but in the paper: