The invention provides a garbage classification
system and method based on garbage recognition, and relates to the field of garbage
classification treatment. According to the garbage classification
system based on garbage recognition, through the combination of a data crawler, an image recognizer and a semantic recognizer, pictures related to recoverable garbage, harmful garbage, kitchen garbage and other garbage on
the Internet are crawled down, the pictures are labeled through the image recognizer, real object nouns are reserved in a garbage classification
label library through a semantic recognizer, the garbage classification
label library is established, and labels of images uploaded by a user are retrieved in the garbage classification
label library, so that garbage is recognized and classified, training images do not need to be labeled manually, manual guidance in material screening is avoided, and blind areas can be identified; and meanwhile, through a
word meaning similarity comparison function of the semantic recognizer, labels with different words but the same
word meaning can be matched, so that the generalization ability of the
system is greatly improved.