UVDoc Onnx

--- license: apache-2.0 library_name: PaddleOCR language: - en - zh pipeline_tag: image-to-text tags: - OCR - PaddlePaddle - PaddleOCR - doc_img_unwarping --- # UVDoc ## Introduction The main purpose of text image correction is to carry out geometric transformation on the image to correct the document distortion, inclination, perspective deformation and other problems in the image, so that the subsequent text recognition can be more accurate. | Model| CER | | --- | --- | |UVDoc | 0.179 | **Note**: Test data set: docunet benchmark data set. ## Model Usage ### Install Dependencies ```shell pip install -U paddleocr pip install -U onnxruntime-gpu ``` ### CLI Usage ```shell paddleocr text_image_unwarping -i ./demo.jpg --model_name UVDoc --engine onnxruntime ``` ### Python API Usage ```python from paddleocr import TextImageUnwarping model = TextImageUnwarping( model_name="UVDoc", engine="onnxruntime", ) output = model.predict("./demo.jpg", batch_size=1) for res in output: res.print() res.save_to_img(save_path="./output/") ```

Source context: 1850 downloads · 2 likes · Pipeline image-to-text · Library PaddleOCR · Repo PaddlePaddle/UVDoc_onnx

Source context: 484 downloads · 0 likes · Pipeline image-to-text · Library PaddleOCR · Repo PaddlePaddle/UVDoc_onnx