Research on image classification algorithm of domestic garbage based on deep learning method
Youcai Pan · 2023
Garbage classification and treatment is a necessary measure to fully implement garbage reduction, recycling, harmlessness and the construction of ecological civilization. With the rapid development of artificial intelligence, the use of artificial intelligence technologies such as deep learning to automatically classify images has become possible, and the classification of domestic garbage based on images has also become a specific problem in the field of deep learning. Therefore, this paper focuses on the widely concerned domestic garbage image classification problem, adopts the open source domestic garbage image dataset and the self-made unbalanced domestic garbage image dataset as the research object, studies the image classification task based on deep learning, and builds a deep learning-based domestic garbage image classification system based on the research results of this paper for users to quickly and accurately classify domestic garbage. The research results of this paper will provide valuable reference and reference for the research and practice of garbage image classification method based on machine vision, as well as the application of Flask framework and My SQL database design framework in garbage classification tasks.