How could you get FID on Fashion-mnist?? #13
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For channels, we tile: compare_gan/compare_gan/src/eval_gan_lib.py Line 786 in 560697e
For resolution, it's resized by tfgan library: compare_gan/compare_gan/src/fid_score.py Line 151 in 560697e
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Thanks for the details by you, so the gray scale image was transformed to rgb by repeating channels. and you mean that the Fashion images' resolution(28x28) were resized? I don't think it needs. |
The input to the Inception is not of size 28x28, so it's needed to resized. How would you compute the embedding otherwise? |
Inception doesn't limit the input size just acquires the input channel is three. I got the Inception Score without resize op on Fashion. |
OpenAI and tf.gan code differ at which place they input the data to Inception (before or after preprocessing). tf.gan uses input node 'Mul:0' while OpenAI uses input node 'ExpandDims:0'. As far as I remember this explained the difference, because the resizing to 299x299 happens between those 2 nodes. |
The image of Fashion is gray image which is 28x28x1, but the inception-v3 requires the channels of input image is 3. Thus you transform the size of images from Fashion? If so, how to do it in your code?
Thanks, please.
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