What is Convolutional Neural Network (CNN)?
Artificial Intelligence is not just about data processing. It has it's wings spread to multitude of tasks and audio and video recognition is one section. Convolutional Neural Network is a deep learning algorithm used in these cases. CNN are also known as ConvNets. The organization of CNN is similar to neurons in human brain. CNN can be thought of composition of multiple layers of neurons. Neurons are assigned weights based on which they perform their activities. The ultimate aim of the CNN is to predict something accurately. During this process, CNN helps to reduce the input image data to form which is easier to process. CNN has 3 main layers:
- Convolutional Layer
- Pooling Layer
- Fully Connected (FC) Layer
Convolutional Neural Network involves following activities.
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