The invention discloses an automatic filling method and
system based on YOLO and RPA, and the method comprises the steps: collecting a form interface image through
screen capture, inputting the image into a YOLO model for
processing, and recognizing form elements to generate bounding box information; reading data from an
external data source, matching a corresponding relationship between the data and fields according to a preset mapping rule, verifying a
data format, and obtaining a
data set passing
verification; using RPA to simulate user operation, inputting data passing
verification into a form field, and formatting to obtain a filled form interface; checking fields required to be filled and data formats, and determining the validity of the form; simulating and clicking a submission button to complete form operation, and recording a submission result; and monitoring potential errors in the whole process, performing classified
processing, recording detailed log information, and obtaining an optimized filling
record. According to the method, the
automation degree and accuracy of
form processing are remarkably improved, the manual operation burden is reduced, the
business process efficiency is optimized, and the method is suitable for complex form filling scenes.