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Squeezenet_v1.0 Network

The mode is hosted on http://data.dmlc.ml, you can download by

wget http://data.dmlc.ml/mxnet/models/imagenet/squeezenet/squeezenet_v1.0.tar.gz

The compressed file contains:

  • squeezenet_v1.0-symbol.json: symbolic network
  • squeezenet_v1.0-0000.params: network parameter

This model is a pretrained model on ILSVRC2012[1] dataset. It is able to achieve 55.4% Top-1 Accuracy and 78.8% Top-5 accuracy on ILSVRC2012-Validation Set. This model is famous for its small size(only 4.8M).

Reference:

[1] Iandola, Forrest N., et al. "SqueezeNet: AlexNet-level accuracy with 50x fewer parameters and< 1MB model size." arXiv preprint arXiv:1602.07360 (2016).