The invention discloses an ancient
coin image-based intelligent evaluation method and
system, and the method comprises the steps: carrying out the type recognition of an ancient
coin image through a
deep learning model, and determining the type of a to-be-evaluated ancient
coin; extracting
casting identification information in the ancient coin image, and determining a
casting bureau of the ancient coin by comparing with a
casting bureau
database; extracting texture features of the surface of the ancient coin, and determining a parent model used by the ancient coin by comparing the parent model texture
database; extracting difference characteristics of different sub-money batches, and classifying the ancient coins into specific sub-money batches; and detecting a plurality of condition attributes of the ancient coin image, performing quantitative scoring on the condition attributes, and calculating the condition
score of the ancient coin according to each quantitative
score so as to realize intelligent evaluation of the ancient coin. According to the embodiment of the invention, type identification, casting bureau determination, parent model comparison, batch classification and
condition evaluation of the ancient coins can be comprehensively realized, the accuracy and efficiency of ancient coin evaluation are improved, and the method has a wide application prospect.