This specification discloses a method and device for identifying garment
processing information based on a data
engineering operating system. The method includes: preprocessing the original garment image uploaded by the
client to obtain a non-deformable garment image and extracting image features from the non-deformable garment image; encoding the inspiration tags uploaded by the
client into semantic vectors, and filtering candidate attribute subsets based on the similarity between the semantic vectors and the tag vectors in a pre-set multi-dimensional attribute
database; aligning the image features and tag semantic vectors based on a cross-
modal attention mechanism to generate a joint embedding representation vector, and inputting the joint embedding representation vector and the candidate attribute subsets into a pre-set recognition model to identify and output initial garment
processing information; performing process completion on the initial garment
processing information according to a pre-set process constraint specification
library, and detecting the completed initial garment processing information based on a pre-set manufacturability detection strategy, and
synchronizing the detected garment processing information to the
client.