A rapid production method of yarn-dyed fabric based on a cloud platform

Abstract

The invention relates to a rapid production method of yarn-dyed fabric based on a cloud platform. The method includes: uploading an image of the produced yarn-dyed fabric A determined by category andproduction information to a cloud platform, selecting an image of A matched with the yarn-dyed fabric B to be produced and producing B with reference to the production information of A, the matching is that the image of B is inputted to the identification network corresponding to the class B to obtain the code of B after the class B is determined, selecting an image of A corresponding to the codeexactly consistent with the code, The construction process of the identification network is as follows: with the image and encoding of A in the same category as input and output, Firstly, all parameters of the VGG network are adjusted continuously, and the relatively optimal generation parameters are selected to substitute into the VGG network to obtain the pre-identification network. Secondly, the parameters of the whole connection layer network of the pre-identification network are adjusted continuously, and the relatively optimal generation parameters of the whole connection layer network are selected to substitute into the pre-identification network to obtain the identification network. The invention realizes high-precision and high-efficiency on-line retrieval of yarn-dyed fabric, shortens the production cycle and saves the cost.

Description

technical field [0001] The invention belongs to the technical field of design and production of textile fabrics, relates to a retrieval method for yarn-dyed fabrics, in particular to a cloud-based rapid production method for yarn-dyed fabrics. Background technique [0002] At present, a relatively large share of the fabric market is produced based on incoming samples, especially yarn-dyed fabrics. The current production status of yarn-dyed fabrics is small varieties, diversified, and fast delivery. At present, the production of yarn-dyed fabrics is mainly to adjust the production process according to each incoming sample through manual operation. This mode takes a long time and has low efficiency. If you can use a cloud-based rapid production method for yarn-dyed fabrics to check whether there are similar or identical products to the incoming samples in the past, and call out the corresponding production records for production, it can save a lot of time for fabric manufactur...

AI Technical Summary

Problems solved by technology

The shallow neural network has fewer layers, including only one input layer, one hidden layer, and one output layer. Its expressive ability is poor, the calculation amount is large, and the calculation accuracy is poor.

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