Augmented noise derived template library. - Psych forums

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Here you can see some of my wild thoughts and you may find some good worldly ideas on here. I just love thinking and thought I should let my thinking be read.

highdimensionman: Consumer 2; Posts: 55; Joined: Tue Jul 08, 2014 5:38 pm; Blog: View Blog (1012)

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Augmented noise derived template library.

by highdimensionman on Thu Nov 25, 2021 12:47 pm

At the moment to use AI for upscaling low definition and mixed definition images the ai has to be good at working a random noise image into an upscaled feature like refining a high detail human head. How ever this takes a lot of work for all the stuff that needs rendering well. However if you first use deep learning to first compress the issue into a noise and pattern balanced library of augmented data templates then another deep learner can learn to render from the compiled data then when trained you can infer from the compiled data your AI forgery. This would require a different data fitting on the gann where your more looking for a good convincing knock off pattern wise for the end user experience over higher noise to detail accuracy.
Augmentation as a form of compression and dataset efficiency is in it's infancy and how to rank augmented a dataset for dynamic use of such a data set needs improvement.

Diagnosis - Paranoid Schizophrenia although challenged.
Medication - Clopixol injection 4 weekly.
Personal diagnosis - I battle with the chemistry and biological effects of Clopixol every day trying to improve on the heath and range of my approach.
I try to improve my thinking. Hopefully some good ideas shine through.

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