Peeled potato quality identification method based on depth separable convolution

Abstract

The invention discloses a peeled potato quality identification method based on depth separable convolution, and the method comprises the following steps: 1, scanning potatoes without quality problemsthrough a three-dimensional scanning mechanism, and building a potato model without quality problems in an industrial control computer through depth separable convolution, the three-dimensional scanning mechanism comprises a fixing frame plate, an industrial control computer, fixing plates, fixing rods and three-dimensional scanning cameras, the fixing plates are welded to the left side and the right side of the bottom of the fixing frame plate, the fixing rod is fixedly connected between the two fixing plates, and the three-dimensional scanning cameras are fixedly connected to the middles ofthe bottoms of the fixing rods. According to the method, a depth separable convolution technology is adopted, convolution operation is carried out on sequences of different granularities input by themodel by adding a depth separable convolution neural network, more feature data are extracted, compared with traditional convolution, the theoretical calculation amount of the model is reduced, the comparison speed of the model is increased, and through more feature data, the accuracy of model comparison is improved. And the comparison accuracy is better.

Description

technical field [0001] The invention relates to the technical field of quality identification of peeled potatoes, in particular to a quality identification method of peeled potatoes based on depthwise separable convolution. Background technique [0002] Potato has high yield, rich nutrition and strong adaptability to the environment. It has been spread all over the world. Tropical and subtropical countries can even cultivate and obtain high yield in winter or cool season. Potatoes are very suitable for growing in alpine areas where the original grain output is extremely low and only naked oats (naked oats) can be grown. [0003] However, the existing peeled potatoes cannot accurately and effectively identify and judge the quality of the potatoes during processing, and cannot detect whether there are germs in the potatoes, not only that, but also cannot detect the hardness of the potatoes. Contents of the invention [0004] The purpose of the present invention is to provid...

AI Technical Summary

Problems solved by technology

[0003] However, during the processing of existing peeled potatoes, it is impossible to accurately and effectively identify and judge the quality of potatoes, and it is also impossible to detect whether there are germs in potatoes. Not only that, it is impossible to detect the hardness of potatoes

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