Design and Production of the Intelligent Classification Trash Can for Domestic Garbage
A new type of intelligent classification trash can has been developed to address key issues in the development of intelligent classification trash treatment devices,including visual recognition,mechanism design and full load detection.This trash can has functions such as automatic playback of promotional videos upon startup,automatic garbage recognition and classification,compression of recyclable garbage,crushing of kitchen waste,and full load alarm.To improve the accuracy of garbage recognition,a neural network MobileNetV2 model and transfer learning method are used for training and testing based on a self-built garbage dataset.The motion control of the classification mechanism,crushing mechanism and compression mechanism is achieved through the Raspberry Pi 4B development board.A system test is conducted on the physical prototype of the intelligent classification trash can,which verifies the reliability of various related functions and provides a reference for the development of intelligent classification trash treatment devices.
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