Weezer in 4k

For educational purposes, this is being posted as a test of the real-time SRNN from the prior blog post. 

Everything is pretty decent - and this version again only looks at a frame at a time and doesn't consider past or future frames for the super-resolution (thus vast room for improvement).

It has issues where it magnifies/interprets DCT artifacts as meaningful - but I suppose that's to be expected. Garbage in -> Garbage out. Ideally you would use this with uncompressed data.

In theory you could train a NN to remove the DCT artifacts before processing or maybe do an all-in-one - though that's probably a diminishing returns kind of scenario. 

The original file incase the host re-encodes it in less than 4k... 

weezer_srnn.mp4
File Size:	143970 kb
File Type:	mp4

Download File

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