The frozen representation of the scene had been previously extracted using the state-of-art Inception v3 CNN (Szegedy et al., 2016) pretrained on ImageNet (Deng et al., 2009).
the network is fed with the average of the features computed by the last Convolutional layer, which has size 25*2048.