Testing code with geometric self-ensemble

[ghost]

Thank you for your great works.
I want to evaluate the images using your model with geometric self-ensemble.
Is there a testing code with self-ensemble?

Thanks

[chosj95]

You can obtain the results by rotating the input image by 0, 90, 180, 270 degrees and averaging the result images.

[ghost]

Thanks for the reply.
Did you use 8 images that were flipped left and right and rotated 90,180,270 degrees?
And when you measure the runtime, did you pass each of the 8 images to the model?
That is, did you pass the image to the model 8 times?
Or did you pass it to the model twice using batch?

[chosj95]

We only used rotated images (did not use flipped)(4 images in total).
For measurement, we passed images to the model twice using batch because the sizes of the input images in the same batch must be the same.
For example, the images rotated by 0, 180 are allocated with the first batch.