Unexpected Output

[nabeel3133]

I'm trying to train the STN. The training dataset which I've provided contains MNIST dataset images which are rotated 90 degree and the testing dataset contains simple MNIST dataset images. The output I'm getting is straight MNIST images. I was expecting the output to contain characters which are rotated 90 degrees. Can you please guide me on how this works?

[zsdonghao]

Hi, could you show your result?

[nabeel3133]

Test image:

Distortion done by STN:

Result after 499 Epoch:

[zsdonghao]

To rotate an image, you need to set the values in the transformation matrix, see https://en.wikipedia.org/wiki/Affine_transformation

[nabeel3133]

I have rotated the training and validation images 90 degree. Here is the code snippet.

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