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imagenet-1k-caffenet.md

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CaffeNet Network

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

wget http://data.dmlc.ml/mxnet/models/imagenet/caffenet/caffenet.tar.gz

The compressed file contains:

  • caffenet-symbol.json: symbolic network
  • caffenet-0000.params: network parameter

This model is a pretrained model on ILSVRC2012[1] dataset. It is able to achieve 54.5% Top-1 Accuracy and 78.3% Top-5 accuracy on ILSVRC2012-Validation Set. This model is converted from caffenet provided in Caffe Model Zoo.

Reference:

[1] Krizhevsky, Alex, Ilya Sutskever, and Geoffrey E. Hinton. "Imagenet classification with deep convolutional neural networks." Advances in neural information processing systems. 2012.