Deep Learning
Subset of machine learning using neural networks with multiple layers to model complex data representations.
Frequently Asked Questions
What is deep learning?
Deep learning is a subset of machine learning that uses neural networks with multiple layers to model complex patterns and representations.
How is deep learning used in biometric systems?
Techniques like convolutional neural networks (CNNs) extract high-dimensional features from biometric data (e.g., face, fingerprint) to improve recognition accuracy.
Why is deep learning important for biometric matching?
Deep learning models automatically learn discriminative features, reducing manual feature engineering and enhancing performance across varied conditions.