Siamese Networks | Face Recognition | Computer Vision on Humans
Building a Face Recognition System using a Deep Learning technique, Siamese Networks. The problem of Similarity Learning is discussed along with a small discussion on Few Shot Learning. And 4 different Loss Functions and the related Training Techniques are also discussed. Feel free to leave a comment or message me on Twitter/LinkedIn in case of any questions, doubts, suggestions or improvements. Twitter: / mahnasakshay LinkedIn: / sakshaymahna Links Notebook/Code: https://www.kaggle.com/sakshaymahna/s... Olivetti Dataset: https://www.kaggle.com/imrandude/oliv... Paper on Siamese Network: https://www.cs.cmu.edu/~rsalakhu/pape... Similarity Learning: https://en.wikipedia.org/wiki/Similar... One Shot Learning: https://en.wikipedia.org/wiki/One-sho... Different Loss Functions: https://towardsdatascience.com/how-to... Similar Blog on Siamese Network: / face-recognition-using-siamese-networks
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