Face detection in videos
If you only have 15 hours I would built it on a well known 
easy to understand algorithm like Viola and Jones, which uses weak binary classifiers and combines them to detect faces. It is relativily fast algorithm that runs in realtime.

You can get more information on the algorithm in the following stack exchange Post