【思维导图】What are Autoencoders? Learn How to Enhance a Blurred Image using an Autoencoder!图像去噪自编码器

【思维导图】What are Autoencoders? Learn How to Enhance a Blurred Image using an Autoencoder!图像去噪自编码器
【思维导图】What are Autoencoders? Learn How to Enhance a Blurred Image using an Autoencoder!图像去噪自编码器
这篇自编码器的难度没有上一篇难,但右下角这张图特别好
【思维导图】What are Autoencoders? Learn How to Enhance a Blurred Image using an Autoencoder!图像去噪自编码器
这句话好难理解啊
原文是:
A small tweak is all that is required here.
Instead of using the input and the reconstructed output to compute the loss,
we can calculate the loss by using the ground truth image and the reconstructed image.
This diagram illustrates my point wonderfully:
【思维导图】What are Autoencoders? Learn How to Enhance a Blurred Image using an Autoencoder!图像去噪自编码器
老外这文章也蛮口语化的

【思维导图】What are Autoencoders? Learn How to Enhance a Blurred Image using an Autoencoder!图像去噪自编码器

代码我就不搞了,直接看原文吧~https://www.analyticsvidhya.com/blog/2020/02/what-is-autoencoder-enhance-image-resolution/