asmital / capsule-networks

Trial scripts for implementing CapsNets for solving computer vision tasks.

Capsule-Networks

Trial scripts for implementing the novel Capsule Network architecture for solving computer vision problems.

The folder mnist experiments holds scripts for implementing the CapsNet architecture on the classic MNIST dataset

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The folder kannada mnist experiments holds scripts for implementing the CapsNet architecture on the Kannada MNIST and DIG-10K datasets.

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The folder fer 2013 holds scripts for implementing the CapsNet architecture on the FER-2013 dataset, although the basic CapsNet model proposed performs much worse compared to the baseline accuracy of this dataset.