/fmnist

Fashion MNIST with Capsule network

Primary LanguageJupyter Notebook

Results

  • Convolutional NN 94.14% accuracy.
  • Capsule Net 91.82% accuracy.

Most misclassifications between T-shirt and Shirt.

Reference

[1] S. Sabour, N. Frosst, and G. E. Hinton, “Dynamic Routing Between Capsules,” Eur. J. Neurosci., vol. 44, no. 8, pp. 2614–2621, Oct. 2017.