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oarriaga authored Jul 14, 2017
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# Face classification and detection from the B-IT-BOTS robotics team.
# Face classification and detection from the [B-IT-BOTS robotics team](https://mas-group.inf.h-brs.de/?page_id=622).
Real-time face detection and emotion/gender classification using fer2013/IMDB datasets with a keras CNN model and openCV.
* IMDB gender classification test accuracy: 96%.
* fer2013 emotion classification test accuracy: 66%.

For more information please consult the [technical report](https://github.com/oarriaga/face_classification/blob/master/technical_report.pdf)

[B-IT-BOTS](https://mas-group.inf.h-brs.de/?page_id=622) robotics team :)
![alt tag](images/robocup_team.png)
Emotion/gender examples:
![alt tag](images/demo_results.png)

Guided back-prop
![alt tag](images/gradcam_results.png)

Real-time demo:
<div align='center'>
<img src='images/color_demo.gif' width='400px'>
</div>

Emotion/gender examples:
![alt tag](images/demo_results.png)
[B-IT-BOTS](https://mas-group.inf.h-brs.de/?page_id=622) robotics team :)
![alt tag](images/robocup_team.png)

Guided back-prop
![alt tag](images/gradcam_results.png)

## Instructions

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