@aismail  I have used all 74 samples for training and got the following results:

```bash
Recognizing andrei...
[{u'confidence': 72, u'uid': u'andrei@amilab-test2'},
 {u'confidence': 51, u'uid': u'diana@amilab-test2'}]

Recognizing diana...
[{u'confidence': 100, u'uid': u'diana@amilab-test2'},
 {u'confidence': 48, u'uid': u'andrei@amilab-test2'}]
```

:dancer: Finally I am not detected as a male anymore!