In densenet.py def transition(x, nb_filter, dropout_rate=None, weight_decay=1E-4):

[noeagles]

It should be a maxpooling as written instead of a avgpooling

[tdeboissiere]

The transition has average pooling as per the paper : https://arxiv.org/pdf/1608.06993.pdf