kvn219 / cluttered-mnist

Experiments on cluttered mnist dataset with Tensorflow.

cluttered-mnist

Experiments on cluttered mnist dataset with Tensorflow.

The Spatial Transformer Network [2]

The Spatial Transformer Network [1] allows the spatial manipulation of data within the network.

Blog post

Spatial Transformer Networks with Tensorflow - WonksThisWay

Experiments

1. Annotated Example with 20 epochs

Resources

[1] Jaderberg, Max, et al. "Spatial Transformer Networks." arXiv preprint arXiv:1506.02025 (2015)

[2] https://github.com/tensorflow/models/tree/master/transformer

[3] https://github.com/daviddao/spatial-transformer-tensorflow

[4] https://github.com/skaae/recurrent-spatial-transformer-code