End-to-end neural network based fabric defect detection method
A neural network and detection method technology, which is applied in the field of fabric defect detection based on end-to-end neural network, can solve the problems of poor fabric defect detection effect and large amount of calculation, and achieve the solution of slow manual speed, easy training and fast detection speed Effect
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[0040] The following will clearly and completely describe the technical solutions in the embodiments of the present invention with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are only some, not all, embodiments of the present invention. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the protection scope of the present invention.
[0041] Such as figure 1 As shown, an end-to-end neural network-based fabric defect detection method, the fabric image containing defects is input to the improved SSD network architecture training to obtain the improved SSD neural network model. The SSD neural network model is based on a feed-forward convolutional network VGG-16 network structure, which generates a fixed-size set of candidate boxes, and displays object class instances in these boxes, and then a...
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