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MAUI example for Super Resolution. #239

Merged
merged 14 commits into from
Nov 22, 2023
Merged

MAUI example for Super Resolution. #239

merged 14 commits into from
Nov 22, 2023

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skottmckay
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Uses RealESRGAN which is a signficantly larger model but has significantly better output than the simple pytorch model we have been using. Pre/post processing is different though so including script to add that.

This could be a template for building out example models to keep things modular and simple - i.e. example app + script that acquires model and defines the full PrePostProcessor pipeline locally. The predefined helpers in extensions are somewhat model specific anyway and it's a little indirect to use a pipeline defined there.

Uses RealESRGAN which is a signficantly larger model but has significantly better output than the simple pytorch model we have been using. Pre/post processing is different though so including script to add that.

This could be a template for building out example models to keep things modular and simple - i.e. example app + script that acquires model and defines the full PrePostProcessor pipeline locally. The predefined helpers in extensions are somewhat model specific anyway and it's a little indirect to use a pipeline defined there.
@skottmckay skottmckay marked this pull request as ready for review November 15, 2023 23:27
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@skottmckay skottmckay merged commit 174f8bd into main Nov 22, 2023
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@skottmckay skottmckay deleted the skottmckay/MauiSuperRes branch November 22, 2023 02:34
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2 participants