Fashion garment image segmentation method based on depth learning
A deep learning and image segmentation technology, applied in the field of fashion clothing, to achieve the effect of improving efficiency, accuracy and stability
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[0051] In order to achieve the above purpose of segmentation of fashion clothing, the present invention designs a method for segmentation of the upper and lower body of fashion clothing based on deep learning, which is mainly to design a dedicated deep learning neural network model. By inputting the three-dimensional image data, as well as the key point semantic information and visible information representing the upper body clothing and lower body clothing in the image, the neural network model is used for forward propagation, and the output result is obtained. Backward propagation is used to design the corresponding loss function to carry out error back propagation, so that the loss function is minimized to obtain the optimal solution, that is, the upper body clothing, lower body clothing and full body clothing matching of the characters are segmented from the complex fashion image. The main implementation process of the present invention is as follows:
[0052] Step S1: Obtain...
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