PP DocBlockLayout Onnx

--- license: apache-2.0 library_name: PaddleOCR language: - en - zh pipeline_tag: image-to-text tags: - OCR - PaddlePaddle - PaddleOCR - layout_detection --- # 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. ## Model Usage ### Install Dependencies ```shell pip install -U paddleocr pip install -U onnxruntime-gpu ``` ### CLI Usage ```shell paddleocr layout_detection -i ./demo.jpg --model_name PP-DocBlockLayout --engine onnxruntime ``` ### Python API Usage ```python from paddleocr import LayoutDetection model = LayoutDetection( model_name="PP-DocBlockLayout", engine="onnxruntime", ) output = model.predict("./demo.jpg", batch_size=1) for res in output: res.print() res.save_to_img(save_path="./output/") res.save_to_json(save_path="./output/res.json") ```

Source context: 317 downloads · 0 likes · Pipeline image-to-text · Library PaddleOCR · Repo PaddlePaddle/PP-DocBlockLayout_onnx

Source context: 53 downloads · 0 likes · Pipeline image-to-text · Library PaddleOCR · Repo PaddlePaddle/PP-DocBlockLayout_onnx