Research Article

Artificial Intelligence in the Protection and Inheritance of Cultural Landscape Heritage in Traditional Village

Table 3

Functions of each layer of ANN in image review.

Nerve layerFunction

Input layerPreprocess the input image data for subsequent calculation
Convolution layerDifferent convolution kernels are used to filter the image data and obtain the feature set of the image
Active layerThe above linear calculation operation is transformed into a nonlinear calculation
Pool layerIt is usually placed between and continuous convolution layers to compress the image
Full connection layerIt is usually located at the last level of the neural network and connects the above-extracted feature set
Output layerOutput the classification result of image recognition