Hi,
I'm interested in your project and I can meet your requirement in about 15 day from the acceptance of the offer.
Regarding my skill, I'm Msc. in Computer Science and I'm currently in the second year of a PhD in Mathematics and Informatics, specialized in Computer Vision and Machine Learning. Therefore, I have a wide knowlodge to complete the project successfully.
The proposed system it will consider the follow feature:
- Extract faces from video, by applying Viola & Jones Algorithmn
- Add label for each images extracted.
- To Classify the images with Knn algorithm.
- Retrain the classifier with the new images and labels.
- Allow choose the label taking into account the top5 labels predicted for the model.
For the develope, I would use python with opencv and scikit-learn libraries, among others.
Best regard.