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helena-intelRyan Loney
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Ryan Loney
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207 paddlegan superresolution (openvinotoolkit#201)
* Add PaddleGAN Superresolution notebook * Add README * Update README.md * Update README.md * MO loglevel to CRITICAL * Clean imports * Update 207 intro markdown * Update 207-vision-paddlegan-superresolution.ipynb Save PNG of output image * Update README.md * Add Binder button for 207 * Update README.md Added Binder button for 207 * Update README.md * Update README.md Co-authored-by: Ryan Loney <[email protected]>
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README.md

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# 📚 OpenVINO™ Notebooks
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[![Apache License Version 2.0](https://img.shields.io/badge/license-Apache_2.0-green.svg)](LICENSE)
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![CI](https://github.com/openvinotoolkit/openvino_notebooks/actions/workflows/nbval.yml/badge.svg)
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[![CI](https://github.com/openvinotoolkit/openvino_notebooks/actions/workflows/nbval.yml/badge.svg)](https://github.com/openvinotoolkit/openvino_notebooks/actions/workflows/nbval.yml?query=event%3Aschedule)
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[![CI](https://github.com/openvinotoolkit/openvino_notebooks/actions/workflows/docker.yml/badge.svg)](https://github.com/openvinotoolkit/openvino_notebooks/actions/workflows/docker.yml?query=event%3Apush)
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A collection of ready-to-run Jupyter\* notebooks for learning and experimenting with the OpenVINO™ Toolkit. The notebooks provide an introduction to OpenVINO basics and teach developers how to leverage our API for optimized deep learning inference.
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| [202-vision-superresolution-video](notebooks/202-vision-superresolution/)<br>[![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/openvinotoolkit/openvino_notebooks/HEAD?filepath=notebooks%2F202-vision-superresolution%2F202-vision-superresolution-video.ipynb) | Turn 360p into 1080p video using a super resolution model | <img src="https://user-images.githubusercontent.com/15709723/127269258-a8e2c03e-731e-4317-b5b2-ed2ee767ff5e.gif" width=80>→<img src="https://user-images.githubusercontent.com/15709723/127269258-a8e2c03e-731e-4317-b5b2-ed2ee767ff5e.gif" width="125"> |
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| [205-vision-background-removal](notebooks/205-vision-background-removal/)<br>[![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/openvinotoolkit/openvino_notebooks/HEAD?filepath=notebooks%2F205-vision-background-removal%2F205-vision-background-removal.ipynb) | Remove and replace the background in an image using salient object detection | <img src="https://user-images.githubusercontent.com/15709723/125184237-f4b6cd00-e1d0-11eb-8e3b-d92c9a728372.png" width=455> |
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| [206-vision-paddlegan-anime](notebooks/206-vision-paddlegan-anime/)<br>[![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/openvinotoolkit/openvino_notebooks/HEAD?filepath=notebooks%2F206-vision-paddlegan-anime%2F206-vision-paddlegan-anime.ipynb) | Turn an image into anime using a GAN | <img src="https://user-images.githubusercontent.com/15709723/127788059-1f069ae1-8705-4972-b50e-6314a6f36632.jpeg" width=100>→<img src="https://user-images.githubusercontent.com/15709723/125184441-b4584e80-e1d2-11eb-8964-d8131cd97409.png" width=100> |
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| [207-vision-paddlegan-superresolution](207-vision-paddlegan-superresolution/)<br>[![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/openvinotoolkit/openvino_notebooks/HEAD?filepath=notebooks%2F207-vision-paddlegan-superresolution%2F207-vision-paddlegan-superresolution.ipynb)| Upscale small images with superresolution using a PaddleGAN model| |
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### Model Training
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