Intelligent Clothing Design Approach Based on BP Neural Network

Abstract

According to pattern design of western-style clothes, the related body data of 3D human scanner acquisition is adpoted to establish BP neural network model for intelligent design of clothin gdesign. The selection, input variable and data preprocessing of sample data in the model are regulated, and the number of hidden layer neurons in the model is determined through experiments. By training and simulation prediction it is found, according to analysis on sample garment trial and try on, BP neural network based intelligent western-style clothes design scheme is feasible and effective.