Instructions to use PaddlePaddle/PP-DocLayoutV3 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PaddleOCR
How to use PaddlePaddle/PP-DocLayoutV3 with PaddleOCR:
# 1. See https://www.paddlepaddle.org.cn/en/install to install paddlepaddle # 2. pip install paddleocr from paddleocr import LayoutDetection model = LayoutDetection(model_name="PP-DocLayoutV3") output = model.predict(input="path/to/image.png", 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") - Notebooks
- Google Colab
- Kaggle
| mode: paddle | |
| draw_threshold: 0.5 | |
| metric: COCO | |
| use_dynamic_shape: false | |
| Global: | |
| model_name: PP-DocLayoutV3 | |
| arch: DETR | |
| min_subgraph_size: 3 | |
| Preprocess: | |
| - interp: 2 | |
| keep_ratio: false | |
| target_size: | |
| - 800 | |
| - 800 | |
| type: Resize | |
| - mean: | |
| - 0.0 | |
| - 0.0 | |
| - 0.0 | |
| norm_type: none | |
| std: | |
| - 1.0 | |
| - 1.0 | |
| - 1.0 | |
| type: NormalizeImage | |
| - type: Permute | |
| label_list: | |
| - abstract | |
| - algorithm | |
| - aside_text | |
| - chart | |
| - content | |
| - display_formula | |
| - doc_title | |
| - figure_title | |
| - footer | |
| - footer_image | |
| - footnote | |
| - formula_number | |
| - header | |
| - header_image | |
| - image | |
| - inline_formula | |
| - number | |
| - paragraph_title | |
| - reference | |
| - reference_content | |
| - seal | |
| - table | |
| - text | |
| - vertical_text | |
| - vision_footnote | |
| Hpi: | |
| backend_configs: | |
| paddle_infer: | |
| trt_dynamic_shapes: | |
| image: | |
| - - 1 | |
| - 3 | |
| - 800 | |
| - 800 | |
| - - 1 | |
| - 3 | |
| - 800 | |
| - 800 | |
| - - 8 | |
| - 3 | |
| - 800 | |
| - 800 | |
| scale_factor: | |
| - - 1 | |
| - 2 | |
| - - 1 | |
| - 2 | |
| - - 8 | |
| - 2 | |
| trt_dynamic_shape_input_data: | |
| scale_factor: | |
| - - 2 | |
| - 2 | |
| - - 1 | |
| - 1 | |
| - - 0.67 | |
| - 0.67 | |
| - 0.67 | |
| - 0.67 | |
| - 0.67 | |
| - 0.67 | |
| - 0.67 | |
| - 0.67 | |
| - 0.67 | |
| - 0.67 | |
| - 0.67 | |
| - 0.67 | |
| - 0.67 | |
| - 0.67 | |
| - 0.67 | |
| - 0.67 | |
| tensorrt: | |
| dynamic_shapes: | |