How to use PaddlePaddle/PP-DocLayoutV3_onnx with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("object-detection", model="PaddlePaddle/PP-DocLayoutV3_onnx")
# Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("PaddlePaddle/PP-DocLayoutV3_onnx", dtype="auto")
How to use PaddlePaddle/PP-DocLayoutV3_onnx 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_onnx") 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")
