AUTOMATIC RECOGNITION SYSTEM OF TEXT INFORMATION BASED ON DEEP LEARNING MODEL AND AUTOMATIC RECOGNITION METHOD

摘要

The present invention relates to a deep learning model-based automatic character information recognition apparatus and an automatic recognition method, and the deep learning model-based automatic character information recognition system according to an embodiment of the present invention, a process piping diagram (P&ID) image is input input module; a character detection module for extracting coordinates for positions of characters included in the image of the process piping diagram (P&ID) and a character region image disposed at the character position coordinates; a character recognition module for receiving the character region image from the character detection module and predicting a character included in the character region image; and a character output module for outputting the character position coordinates extracted from the character detection module and characters predicted by the character recognition module. According to the present invention, various character information is automatically recognized from the image-type process piping diagram (P&ID) received based on the deep learning model, and the recognized character information is listed, which occurs when an existing engineer works manually. errors can be minimized.