Improve low image quality! Noise removal, super-resolution, contrast correction, low-light reinforcement with machine learning model

We want to improve low quality image!

There may be a problem with the image depending on the shooting conditions.

Noise

Low Resolution

Low Contrast

Low Light

Solve various problems with machine learning!

MIRNetv2 can do
denoise, super-resolution, contrast enhancement, and low-light enhancement.

GitHub - swz30/MIRNetv2: [TPAMI 2022] Learning Enriched Features for Fast Image Restoration and…

Denoise

Super Resolution

Contrast Enhancement

Low Light Enhancement

How to use MIRNet v2

Official Colab demo

Google Colaboratory

You can use it just by executing the cell.

Easy to try on Mac or iOS

Mac

You can use it by downloading the CoreML model from the following and dragging and dropping the image.

iOS

You can bundle CoreML model on your app.

🐣

I’m a freelance engineer.
Work consultation
Please feel free to contact us with a brief development description.
rockyshikoku@gmail.com

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

GitHub

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Medium