Experiments on cluttered mnist dataset with Tensorflow.
The Spatial Transformer Network [1] allows the spatial manipulation of data within the network.
Spatial Transformer Networks with Tensorflow - WonksThisWay
[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