Method for intelligent classification of garbage images

Abstract

The invention discloses a method for intelligent classification of garbage images. The method is implemented as follows: a high-definition collecting device including a camera collects a garbage image; the collected garbage image is preprocessed; convolution and pooling processing are carried out on the pre-processed garbage image, feature image extraction is carried out, and then a feature imageis identified; and according to an identification result, whether the garbage type is a recyclable garbage type is determined. Compared with the prior art, the intelligent classification method has the following beneficial effects: identification and classification are carried out on the collected garbage images by using the camera, an image identification processor, and a controller to determinewhether the garbage is recyclable, so that manual garbage classification is not needed, the environmental awareness of people is strengthened, the waste pollution is reduced, and thus sustainable development is promoted. The intelligent classification method having advantages of high practicability and wide application range is easy to promote.

Description

technical field [0001] The invention relates to the technical field of computer applications, in particular to a method and device for intelligent classification of garbage images with strong practicability and an intelligent garbage can. Background technique [0002] The development of artificial intelligence is getting faster and faster, and the application range of image recognition is getting wider and wider. It has outstanding performance in the fields of vehicle license plate recognition, robots and mobile devices. The emergence of deep learning methods has greatly improved the recognition rate of image recognition and is more robust. However, at present, the awareness of garbage classification is weak, and the classification mode of garbage bins in public facilities is not clear enough, which leads to citizens often unconsciously throwing recyclable garbage into non-recyclable garbage bins, or vice versa. Sorting, the garbage collection process is complicated, the ef...

AI Technical Summary

Problems solved by technology

However, at present, the awareness of garbage classification is weak, and the classification mode of garbage bins in public facilities is not clear enough, which leads to citizens often unconsciously throwing recyclable garbage into non-recyclable garbage bins, or vice versa. Sorting, the garbage collection process is complicated, the effect of garbage classification is not obvious, and it also increases the workload of the staff

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