Method for detecting and segmenting literature layout area
An area detection and document technology, which is applied in the field of document layout area detection and segmentation, can solve the problem of difficulty in dividing the layout in a regular way, and achieve the effect of automatic detection and segmentation with high accuracy.
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[0039] Please refer to figure 1 , a method for document layout region detection and segmentation, characterized in that it comprises the steps:
[0040] S1. Acquiring document pictures and establishing a training data set;
[0041] Step S1 is specifically:
[0042] Obtain literature pictures in different formats, and establish the first detection data set.
[0043] Step S1 also includes:
[0044] The pictures in the first detection data set are marked to obtain a second detection data set.
[0045] S2, create the first detection model, and train the first detection model by the training data set, obtain the trained second detection model;
[0046] Step S2 is specifically:
[0047] Create the first neural network YOLO V3 detection model, and train the first neural network YOLO V3 detection model by the training data set to obtain the trained second neural network YOLO V3 detection model.
[0048] The described first neural network YOLO V3 detection model is trained specif...
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