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alexlee-gk / lpips-tensorflow

Tensorflow port for the Learned Perceptual Image Patch Similarity (LPIPS) metric.
BSD 2-Clause "Simplified" License
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net and net-lin? #12

Open chenzhongyao opened 3 years ago

chenzhongyao commented 3 years ago

What's the difference between net and net-lin?

neilthefrobot commented 3 years ago

I am also wondering and found this -

Variable net can be squeeze, alex, vgg. Network alex is fastest, performs the best, and is the default. Set model=net for an uncalibrated off-the-shelf network (taking cos distance). Finally, to call the model, run

I also see that "lin" is short for linear. It seems to me like using "net" is the original model and "net-lin" has somehow been calibrated for better similarity purposes?