cvlab-yonsei / MNAD

An official implementation of "Learning Memory-guided Normality for Anomaly Detection" (CVPR 2020) in PyTorch.
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How to make the reconstruction more accurate? #21

Open NeuZhangQiang opened 3 years ago

NeuZhangQiang commented 3 years ago

Thank you for sharing this project.

I am using this project for medical images, and the reconstruction result is:

image

In the above figure, the left image is the original CT image, and the right image is the reconstructed image. The reconstructed image is blur. I used the default setting. How can I make the reconstruction result more accurate?

The only way I can think of is to make the encoder/decoder deeper. Is there any other method to make the reconstruction result more accurate? It's appreciated for any suggestion.