yobiface

Usage of https://github.com/davidsandberg/facenet/ pre-trained model for faces identification

Dependencies

• tensorflow
• opencv with python bindings (cv2)
• numpy
• sklearn for t-SNE and olivetti dataset
• matplotlib
• jupyter notebook for running .ipynb examples

How to use

• go to models folder and write the full paths to checkpoint file in the same folder
• put lfw dataset to data folder
• open lfw.ipynb or olivetti.ipynb for examples

TODO

• add confidence of prediction
• add flask server for incoming requests
• store embeddings in a file and load when start a server
• add data loader for lfw
• fix the problem due to which I need to reload the whole notebook to rerun cell with model loading