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Spatial Transformers act as a warping / attention mechanism useful for a variety of tasks.
There's a handful of repositories implementing STN for Caffe, see BVLC/caffe#3114
However, STN have not made it into official Caffe yet, so it would need to be added to dd Caffe backend https://github.com/beniz/caffe/tree/master_dd_integ and rebased as Caffe recently changed the distribution of layers in C++ files.
Spatial Transformers act as a warping / attention mechanism useful for a variety of tasks.
There's a handful of repositories implementing STN for Caffe, see BVLC/caffe#3114
However, STN have not made it into official Caffe yet, so it would need to be added to dd Caffe backend https://github.com/beniz/caffe/tree/master_dd_integ and rebased as Caffe recently changed the distribution of layers in C++ files.
Original paper: http://arxiv.org/abs/1506.02025
Implementations of interest:
Applications of interest:
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