abhinavmangla/FacialRecognition_Cricketers

FacialRecognition_Cricketers

The repository implements facial recognition on still images as well as live webcam feed. The algorithm has been trained on a dataset of 15 Indian cricketers. The following are the uses of each file:

similarity.py

Opens a live webcam feed and prompts the name of the cricketer who has the closest resemblance to the user. A screenshot of the output is pasted below:

Full demo video at: https://youtu.be/JZXiVjyOjG8

still_images.py

Applies facial recogniton on a given still image

turns to

enc_res.pickle

Pickle file containing the facial encodings of all the 15 players which are used for recognition

players.csv

Contains the list of players in the dataset

encode_faces.ipynb

generates unique encodings for each face

merge.ipynb

Merges and aggregates encodings from multiple images of the same person