Small DAU-ConvNet: ImageNet pre-trained model of DAU-ConvNet with AlexNet architecture

Information

An DAU-ConvNet with AlexNet architecture with conv3,conv4 and conv5 replaced with DAU-Conv layer. Corresponds to "Small DAU-ConvNet" in CVPR18 paper using smaller number of DAUs per channel.

Model is trained on ilsvrc12 and achieves around 56.4% top-1 accuracy.

caffemodel: AlexNet-DAU-ConvNet-small

caffemodel_url: http://data.vicos.si/skokec/caffe-dau-models/alexnet_dau_small.caffemodel

mean_file: use standard ilsvrc 2012 mean file provided by caffe

Caffe compatibility

Compatibile only with https://github.com/skokec/DAU-ConvNet-caffe