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An attempt to implement the recurrent attention model (RAM) from "Recurrent Models of Visual Attention" (Mnih+ 2014)

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tensorflow_mnist_ram

A messy attempt (in development) to implement the recurrent attention model (RAM) from "Recurrent Models of Visual Attention" (Mnih+ 2014)

###Dependencies

  • TensorFlow
  • matplotlib

###Execution python ram.py

Initial run may take a minute, since it downloads MNIST

Visualization of glimpses is turned on by default

Training starts from iteration 10000 with an existing model by default

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An attempt to implement the recurrent attention model (RAM) from "Recurrent Models of Visual Attention" (Mnih+ 2014)

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