/capsule-network-TensorFlow

The impending concept of capsule networks has finally arrived at arXiv. link to the publication -> https://arxiv.org/abs/1710.09829 . In this repository, I'll create an implementation using TensorFlow from scratch as an exercise.

Primary LanguageJupyter NotebookMIT LicenseMIT

capsule_network_TensorFlow

The impending concept of capsule networks has finally arrived at arXiv. link to the publication -> https://arxiv.org/abs/1710.09829 . In this repository, I'll create an implementation using TensorFlow from scratch as an exercise.

I was able to find a few implementations around the internet:
1 -> https://github.com/XifengGuo/CapsNet-Keras
2 -> https://github.com/llSourcell/capsule_networks (This is Siraj Raval)
3 -> https://github.com/debarko/CapsNet-Tensorflow
4 -> https://github.com/ageron/handson-ml/blob/master/extra_capsnets.ipynb (Aurelian Geron's implementation)

If there are any more good ones, feel free to open a pull request! I'd be more than happy to merge :).