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PaddlePaddle
/
PP-DocLayoutV3_safetensors

Object Detection
Transformers
Safetensors
PaddleOCR
English
Chinese
multilingual
pp_doclayout_v3
PaddlePaddle
image-segmentation
ocr
layout
layout_detection
Model card Files Files and versions
xet
Community

Instructions to use PaddlePaddle/PP-DocLayoutV3_safetensors with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • Transformers

    How to use PaddlePaddle/PP-DocLayoutV3_safetensors with Transformers:

    # Use a pipeline as a high-level helper
    from transformers import pipeline
    
    pipe = pipeline("object-detection", model="PaddlePaddle/PP-DocLayoutV3_safetensors")
    # Load model directly
    from transformers import AutoImageProcessor, AutoModelForObjectDetection
    
    processor = AutoImageProcessor.from_pretrained("PaddlePaddle/PP-DocLayoutV3_safetensors")
    model = AutoModelForObjectDetection.from_pretrained("PaddlePaddle/PP-DocLayoutV3_safetensors")
  • PaddleOCR

    How to use PaddlePaddle/PP-DocLayoutV3_safetensors 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_safetensors")
    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
PP-DocLayoutV3_safetensors
133 MB
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  • 3 contributors
History: 10 commits
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xiaohei66
Update README.md
3ec586e verified about 2 months ago
  • .gitattributes
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    initial commit 4 months ago
  • README.md
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    Update README.md about 2 months ago
  • config.json
    2.46 kB
    Upload folder using huggingface_hub 4 months ago
  • inference.yml
    1.48 kB
    Create inference.yml about 2 months ago
  • model.safetensors
    133 MB
    xet
    Upload folder using huggingface_hub 4 months ago
  • preprocessor_config.json
    575 Bytes
    Upload folder using huggingface_hub 4 months ago