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@ -303,6 +303,12 @@ user
│ │ ├── Bob.jpg │ │ ├── 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) **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. 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). 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 ## 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. 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.