2results about How to "Improve business value" patented technology

This invention provides an intelligent inspection method, system, equipment, and medium for railway freight inspection, belonging to the field of railway freight inspection technology. The method includes: acquiring images of the freight cars using a line-scan camera array on both sides and the top of the track; performing spatiotemporal synchronization and adaptive parameter adjustment based on an encoder and a precise clock protocol; performing geometric correction, flat-field correction, motion compensation, and stitching on the images to generate a two-dimensional unfolded image of the freight car; using a deep learning-based freight car segmentation model to segment and number freight car instances, and extracting images of individual freight cars; finally, using a damage detection model integrating severity assessment to identify damage, outputting a structured result including damage category, location, confidence level, and severity score. This invention achieves non-contact, full-coverage, and high-precision intelligent inspection of freight cars, effectively improving inspection efficiency and automation levels.

The application discloses a kind of bank merchant customer group-based digital operation method, by constructing unified data middle station, using dynamic label system and multi-dimensional weighted matching algorithm, realize from customer group screening, product adaptation, intelligent touch to the closed loop of effect attribution.It includes: based on the automatic trajectory tracking mechanism of life cycle stage, cross-channel reach conflict detection filtering model, and the operating state evaluation algorithm of fusion financial assets and collection behavior.The present application aims to realize customer operation mode systematization, operation direction digitization, customer value quantification and implementation tool intelligentization through digital technology, and solve the problems of insufficient maintenance personnel, customer fine classification difficulty, channel reach overall difficulty and delayed effectiveness feedback in existing bank merchant operation.The method significantly improves the precision and compliance of merchant operation.