Closed ruiann closed 7 years ago
or for different result the numbers have different range? when I try to compare two feature maps by Euclid distance, the loss is very big and able to hide other parts of loss function
Hi @ruiann, it could be big. It's difficult to tell if your npy file is broken or not. The only thing I will do is to run the test to check if it can classify the sample images (tiger and puzzle).
I added this line and check the magnitude of the output of conv5_4:
https://github.com/machrisaa/tensorflow-vgg/blob/master/test_vgg19.py
The max is just 300-ish for the tiger image. See if you can get the same result or you may need to download the npy again.
@machrisaa yeah the result is ok, but its hard to reduce the Euclid loss of the feature map, I think I need to do more investment, thank you XD
The range of numbers in the output tensor generated by conv5_4 is very big, can up to 1e5, is this the correct output?