CSpuare_FaceRecognition

Face_Recogntion project, using Deep Learning/Machine Learning concepts, meant to be used for automated attendance system in IIT hostels, built under CSquare program. This project is built using Python programming language and its tools,environments.

This project involves use of following major Algorithms/techniques:

Convolutional Neural Network
Adam Optimizer
Triplet Loss Algorithm
Xavier Initializer
Batch Normalization

Major Python Libraries & Packages used:

Tensorflow
Keras
cv2
Numpy
Matplotlib

Important Links:

Facenet_Research_paper
Triplet_Loss

Credits:

Ahmed Zaheer Dadarkar [CSE(B.Tech) - IIT Palakkad]
Devansh Singh Rathore [CSE(B.Tech) - IIT Palakkad]

Video_Link