High resolution photo auto-correction model

MLBoy
2 min readJul 18, 2022

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We want to improve the image quality of high-resolution images.

Image retouching Machine learning models have traditionally been difficult to correct high resolution images due to limited computational resources. .. ..

High image quality compatible model Image-Adaptive-LUT

It is a model that can learn LookUpTable adapted to images and can process with high image quality and high speed.

Even 3345 * 4480 images could be processed on Colab’s GPU in 5 seconds.

input
output

how to use

Clone the repository.
Install and set up the required modules.
You need to install a slightly older version of torch etc.
The requirements PIL and OpenCV-Python will respecify the latest version.

execution.

🐣

I’m a freelance engineer.
Work consultation to here
rockyshikoku@gmail.com

I am making an app that uses Core ML and ARKit.
We send machine learning / AR related information.

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MLBoy
MLBoy

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