Identification method and device for plant species, storage medium and computer equipment

Abstract

The invention discloses an identification method and device for plant species, a storage medium and computer equipment, and the method comprises the steps: carrying out the image interception on a plant sample image according to a preset plant part, and obtaining a plant sample sub-image corresponding to the preset plant part; carrying out resolution preprocessing on the plant sample sub-image toobtain a plant sample sub-image with a preset resolution; according to a first preset number of times and a second preset number of times, carrying out put-back sampling on the plant sample sub-imagewith the preset resolution to obtain a training sample set and a test sample; using the training sample set to train the MobileNetV2 lightweight convolutional neural network model until the success rate of the trained model for identifying the test sample set is greater than or equal to a preset success rate; and receiving a to-be-identified plant image, and identifying the type of the to-be-identified plant image by using the trained model. According to the invention, the plant species identification efficiency is improved, and the labor cost is saved.

Description

technical field [0001] The present application relates to the technical field of image recognition, and in particular to a plant species recognition method and device, storage medium, and computer equipment. Background technique [0002] How to identify plant species is the demand of the majority of growers. During the planting process, growers need to remove other types of plants and only keep the required types of plants in the planting area. For example, in the process of planting Atractylodes atractylodes, Atractylodes atractylodes is often mixed with Atractylodes atractylodes, which belongs to the genus Atractylodes Atractylodes. The medicinal effects of the two plants are different, but the appearance is very similar. Or other plants are mixed into Atractylodes atractylodes to affect the medicinal effect of atractylodes atractylodes. [0003] For plants with similar shapes, it is currently necessary for experienced people to carefully observe and distinguish them. How...

AI Technical Summary

Problems solved by technology

For example, in the process of planting Atractylodes atractylodes, Atractylodes atractylodes is often mixed with Atractylodes atractylodes, which belongs to the genus Atractylodes Atractylodes. The medicinal effects of the two plants are different, but the appearance is very similar. Or other plants are mixed into Atractylodes atractylodes to affect the efficacy of Atractylodes atractylodes

[0003] For plants with similar shapes, it is currently necessary for experienced people to carefully observe and distinguish them. However, the speed of manual classification is slow and requires high personnel experience. The manual classification method not only requires high labor costs, but also it is difficult to balance both yield and production. Quality requirements

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