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@@ -85,17 +85,17 @@ DatasetDict({
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  })
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  ```
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- ## Annotated bounding boxes
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  The DocLayNet base makes easy to display document image with the annotaed bounding boxes of paragraphes or lines.
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  Check the notebook [processing_DocLayNet_dataset_to_be_used_by_layout_models_of_HF_hub.ipynb](https://github.com/piegu/language-models/blob/master/processing_DocLayNet_dataset_to_be_used_by_layout_models_of_HF_hub.ipynb) in order to get the code.
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- ### Paragraphes
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  ![Annotaded DocLayNet document image with bounding boxes and categories of paragraphes](https://huggingface.co/datasets/pierreguillou/DocLayNet-small/resolve/main/DocLayNet_image_annotated_bounding_boxes_paragraph.png)
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- ### Lines
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  ![Annotaded DocLayNet document image with bounding boxes and categories of lines](https://huggingface.co/datasets/pierreguillou/DocLayNet-small/resolve/main/DocLayNet_image_annotated_bounding_boxes_line.png)
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  })
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  ```
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+ ### Annotated bounding boxes
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  The DocLayNet base makes easy to display document image with the annotaed bounding boxes of paragraphes or lines.
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  Check the notebook [processing_DocLayNet_dataset_to_be_used_by_layout_models_of_HF_hub.ipynb](https://github.com/piegu/language-models/blob/master/processing_DocLayNet_dataset_to_be_used_by_layout_models_of_HF_hub.ipynb) in order to get the code.
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+ #### Paragraphes
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  ![Annotaded DocLayNet document image with bounding boxes and categories of paragraphes](https://huggingface.co/datasets/pierreguillou/DocLayNet-small/resolve/main/DocLayNet_image_annotated_bounding_boxes_paragraph.png)
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+ #### Lines
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  ![Annotaded DocLayNet document image with bounding boxes and categories of lines](https://huggingface.co/datasets/pierreguillou/DocLayNet-small/resolve/main/DocLayNet_image_annotated_bounding_boxes_line.png)
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