Polenza

Smart Face Recognition

Smart face recognition refers to the use of advanced technologies and algorithms to identify and verify individuals based on their facial features. It involves capturing an image of a person's face, analyzing it using various techniques, and then matching it against a database of known faces.

Facial Detection

This involves locating and identifying faces within an image or video frame. It's the first step in the face recognition process.

Feature Extraction

Once a face is detected, specific facial features such as the distance between eyes, nose shape, and mouth position are extracted.

Feature Matching

The extracted feature vectors are compared with the feature vectors of known individuals in a database.

Machine Learning

Deep learning techniques, such as convolutional neural networks (CNNs), are often used to train face recognition models.