Neural networks can be useful for a wide variety of business applications. Anything that requires finding and analyzing patterns in a series of inputs can benefit greatly from neural network software. One interesting use of neural networks is in the the real-time face detection used to identify people in videos and pictures. To use a neural network for this purpose, the network must be trained to identify faces, non-faces and face masks using a complicated training technique.
The Use of Neural Networks in Real Time Face Detection
The neural network in this case cannot stand alone. It requires a series of steps to train the network, prepare data for input and interpret the output. Face recognition tricky since the human face is constantly changing. The more "practice" the network gets in identifying faces, the more accurate it will become as it will be exposed to more and more unique circumstances. Different backgrounds affect the recognition and no one can predict every possible combination of colors and shapes that the network will be exposed to.
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