Face Recognition

• Tech Stack: Tensorflow, Keras, Python, Opencv
• Github URL: Project Link

Implemented one-shot learning to solve a face recognition problem Applied the triplet loss function to learn a network's parameters in the context of face recognition Tried face recognition as a binary classification problem Mapped face images into 128-dimensional encodings using a pretrained VGG19 model Performed face verification and face recognition with these encodings Implemented the Neural Style Transfer algorithm Generateed novel artistic images using Neural Style Transfer Defined the style cost function for Neural Style Transfer Defined the content cost function for Neural Style Transfer