PP DocBlockLayout Introduction A layout block localization model trained on a self built dataset containing Chinese and English papers, PPT, multi layout magazines, contracts, books, exams, ancient books and research reports using RT DETR L. The layout detection model includes 1 category: Region. Model mAP(0.5) (%) PP DocBlockLayout 95.9 Note : the evaluation set of the above precision indicators is the self built version sub area detection data set, including Chinese and English papers, magazines, newspapers, research reports PPT、 1000 document type pictures such as test papers and textbooks. Quick Start Installation 1. PaddlePaddle Please refer to the following commands to install PaddlePaddle using pip: For details about PaddlePaddle installation, please refer to the PaddlePaddle official website. 2. PaddleOCR Install the latest version of the PaddleOCR inference package from PyPI: Model Usage You can quickly experience the functionality with a single command: You can also integrate the model inference of the LayoutDetection module into your project. Before running the following code, please download the sample image to your local machine. After running, the obtained result is a…
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