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@ -303,6 +303,12 @@ user
│ │ ├── Bob.jpg
```
**React UI** - [`Demo part-i`](https://youtu.be/IXoah6rhxac), [`Demo part-ii`](https://youtu.be/_waBA-cH2D4)
If you intend to perform face verification tasks directly from your browser, [deepface-react-ui](https://github.com/serengil/deepface-react-ui) is a separate repository built using ReactJS depending on deepface api.
<p align="center"><img src="https://raw.githubusercontent.com/serengil/deepface/master/icon/deepface-and-react.jpg" width="90%" height="90%"></p>
**Face Anti Spoofing** - [`Demo`](https://youtu.be/UiK1aIjOBlQ)
DeepFace also includes an anti-spoofing analysis module to understand given image is real or fake. To activate this feature, set the `anti_spoofing` argument to True in any DeepFace tasks.
@ -365,12 +371,6 @@ $ deepface analyze -img_path tests/dataset/img1.jpg
You can also run these commands if you are running deepface with docker. Please follow the instructions in the [shell script](https://github.com/serengil/deepface/blob/master/scripts/dockerize.sh#L17).
**React UI** - [`Demo part-i`](https://youtu.be/IXoah6rhxac), [`Demo part-ii`](https://youtu.be/_waBA-cH2D4)
If you intend to perform face verification tasks directly from your browser, [deepface-react-ui](https://github.com/serengil/deepface-react-ui) is a separate repository built using ReactJS.
<p align="center"><img src="https://raw.githubusercontent.com/serengil/deepface/master/icon/deepface-and-react.jpg" width="90%" height="90%"></p>
## Contribution
Pull requests are more than welcome! If you are planning to contribute a large patch, please create an issue first to get any upfront questions or design decisions out of the way first.