background-removal

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background-removal

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U^2-Net as a service for background removal

// repository documentation

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no updated so be careful about security vulnerabilities

# U2Net Background Removal

![Preview Image](https://github.com/aquadzn/background-removal/blob/master/front/public/img/theme/preview.png?raw=true)

---

This is the mono-repository of [U^2Net](https://github.com/NathanUA/U-2-Net) as a service for background removal.

Built with VueJS, Argon and VueMD for the [front](front/) and Flask and Pytorch for the [back](back/).

Hosted on for free on GitHub Pages - GCP Cloud Run.

## Credits

* [U^2-Net: Going Deeper with Nested U-Structure for Salient Object Detection.](https://github.com/NathanUA/U-2-Net)

* [Vue Argon](https://github.com/creativetimofficial/vue-argon-design-system)

* [https://github.com/cyrildiagne/u2net-http](https://github.com/cyrildiagne/u2net-http)

## Examples

<!-- **Using small model on CPU (better results with larger model)**

Original | Removed
--- | ---
![emily.jpg](https://i.ibb.co/PzsvZtV/emily.jpg) | ![emily_res.png](https://i.ibb.co/Km2QXwx/emily-res.png)
![saul.png](https://i.ibb.co/Zg4B3WZ/saul.png) | ![saul_res.png](https://i.ibb.co/T1KTHSz/saul-res.png)
![godfather.jpg](https://i.ibb.co/T22gfLY/godfather.jpg) | ![godfather_res.png](https://i.ibb.co/Bs2MYpJ/godfather-res.png)
![bike.jpg](https://i.ibb.co/s3v6CCs/bike.jpg) | ![bike_res.png](https://i.ibb.co/bKXPmrZ/bike-res.png) -->

background-removal

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