mirror
/
MODNet
mirror of https://github.com/ZHKKKe/MODNet.git
1
0
Fork 0
Code Issues Packages Projects Releases Wiki Activity

add image matting demo built upon Gradio WebGUI

pull/35/head
ZHKKKe 2020-12-16 03:52:50 +08:00
parent dfbfd87700
commit a13548d9c3
1 changed files with 18 additions and 11 deletions
Show Stats Download Patch File Download Diff File Expand all files Collapse all files

29
README.md
View File

@ -4,9 +4,12 @@
<p align="center"> <p align="center">
<a href="https://arxiv.org/pdf/2011.11961.pdf">Arxiv Preprint</a> | <a href="https://arxiv.org/pdf/2011.11961.pdf">Arxiv Preprint</a> |
<a href="https://youtu.be/PqJ3BRHX3Lc">Supplementary Video</a> | <a href="https://youtu.be/PqJ3BRHX3Lc">Supplementary Video</a>
<a href="https://colab.research.google.com/drive/1Pt3KDSc2q7WxFvekCnCLD8P0gBEbxm6J?usp=sharing">Video Matting Demo</a> :fire: | </p>
<a href="https://colab.research.google.com/drive/1GANpbKT06aEFiW-Ssx0DQnnEADcXwQG6?usp=sharing">Image Matting Demo</a> :fire:
<p align="center">
WebCam Demo [<a href="demo/video_matting/webcam">Offline</a>][<a href="https://colab.research.google.com/drive/1Pt3KDSc2q7WxFvekCnCLD8P0gBEbxm6J?usp=sharing">Colab</a>] |
Image Demo [<a href="https://gradio.app/g/modnet">WebGUI</a>][<a href="https://colab.research.google.com/drive/1GANpbKT06aEFiW-Ssx0DQnnEADcXwQG6?usp=sharing">Colab</a>]
</p> </p>
<div align="center">This is the official project of our paper <b>Is a Green Screen Really Necessary for Real-Time Portrait Matting?</b></div> <div align="center">This is the official project of our paper <b>Is a Green Screen Really Necessary for Real-Time Portrait Matting?</b></div>
@ -17,22 +20,27 @@
## News ## News
- [Dec 10 2020] Release [Video Matting Demo](https://colab.research.google.com/drive/1Pt3KDSc2q7WxFvekCnCLD8P0gBEbxm6J?usp=sharing) and [Image Matting Demo](https://colab.research.google.com/drive/1GANpbKT06aEFiW-Ssx0DQnnEADcXwQG6?usp=sharing). - [Dec 15 2020] A cool [WebGUI](https://gradio.app/g/modnet) for image matting based on MODNet is built by the [Gradio](https://github.com/gradio-app/gradio) team!
- [Dec 10 2020] Release WebCam Matting Demo [[Offline](demo/video_matting/webcam)][[Colab](https://colab.research.google.com/drive/1Pt3KDSc2q7WxFvekCnCLD8P0gBEbxm6J?usp=sharing)] and Image Matting Demo [[WebGUI](https://gradio.app/g/modnet)][[Colab](https://colab.research.google.com/drive/1GANpbKT06aEFiW-Ssx0DQnnEADcXwQG6?usp=sharing)].
- [Nov 24 2020] Release [Arxiv Preprint](https://arxiv.org/pdf/2011.11961.pdf) and [Supplementary Video](https://youtu.be/PqJ3BRHX3Lc). - [Nov 24 2020] Release [Arxiv Preprint](https://arxiv.org/pdf/2011.11961.pdf) and [Supplementary Video](https://youtu.be/PqJ3BRHX3Lc).
## Video Matting Demo ## WebCam Matting Demo
We provide two real-time portrait video matting demos based on WebCam. When using the demo, you can move the WebCam around at will. We provide two real-time portrait video matting demos based on WebCam. When using the demo, you can move the WebCam around at will.
If you have an Ubuntu system, we recommend you to try the [offline demo](demo/video_matting/webcam) to get a higher *fps*. Otherwise, you can access the [online Colab demo](https://colab.research.google.com/drive/1Pt3KDSc2q7WxFvekCnCLD8P0gBEbxm6J?usp=sharing). If you have an Ubuntu system, we recommend you to try the [offline demo](demo/video_matting/webcam) to get a higher *fps*. Otherwise, you can access the [online Colab demo](https://colab.research.google.com/drive/1Pt3KDSc2q7WxFvekCnCLD8P0gBEbxm6J?usp=sharing).
<img src="doc/gif/video_matting_demo.gif"> <img src="doc/gif/video_matting_demo.gif" width='60%'>
## Image Matting Demo ## Image Matting Demo
We provide an [online Colab demo](https://colab.research.google.com/drive/1GANpbKT06aEFiW-Ssx0DQnnEADcXwQG6?usp=sharing) for portrait image matting. We provide an [online Colab demo](https://colab.research.google.com/drive/1GANpbKT06aEFiW-Ssx0DQnnEADcXwQG6?usp=sharing) for portrait image matting.
It allows you to upload portrait images and predict/visualize/download the alpha mattes. It allows you to upload portrait images and predict/visualize/download the alpha mattes.
<img src="doc/gif/image_matting_demo.gif"> <img src="doc/gif/image_matting_demo.gif" width='40%'>
You can also use this [WebGUI](https://gradio.app/g/modnet) (hosted on [Gradio](https://github.com/gradio-app/gradio)) for portrait image matting directly from your browser without any code! The source code of this demo is coming soon.
<img src="https://i.ibb.co/9gLxFXF/modnet.gif" width='40%'>
## TO DO ## TO DO
@ -45,9 +53,8 @@ This project is released under the [Creative Commons Attribution NonCommercial S
## Acknowledgement ## Acknowledgement
We thank [City University of Hong Kong](https://www.cityu.edu.hk/) and [SenseTime](https://www.sensetime.com/) for their support to this project. We thank [City University of Hong Kong](https://www.cityu.edu.hk/) and [SenseTime](https://www.sensetime.com/) for their support to this project.
We thank the [Gradio](https://github.com/gradio-app/gradio) team for their contributions to building the demos.
## Citation ## Citation
If this work helps your research, please consider to cite: If this work helps your research, please consider to cite: