GAN-Metrics
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xuqiantong
An empirical study on evaluation metrics of generative adversarial networks.
Hello, how did you get the fractional polyline diagram of pixel space and convolution space in your paper？How should I operate to get the same result as you? How do...
I'm wondring what is the real meaning of the function distance. at first I thought it was an Euclidean distance between two features spaces but when reading the code it...
Hi, In `metrics.py` where you have defined the inception feature, inception.Mixed_6e is missing and this result is getting different outputs which is not comparable to other methods.
I noticed the line 428 of metric.py which compute FID in softmax space, the original FID should compute in conv space instead of softmax space, and I find no description...
I was going through your feature calculation for Inception_v3 in metrics.py and found out that you did not use the 'inception.Mixed_6e' block in the feature calculation. Can you comment on...
The TF version of GAN metrics, e.g. IS, FID, are using 10000 samples, while sampleSize==2000 in the demo. The setting of "sampleSize==10000" may cause out of memory problem, as dozens...
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An empirical study on evaluation metrics of generative adversarial networks.