| { | |
| "model_name": "UVDoc", | |
| "model_type": "preprocessing", | |
| "preprocessing_type": "doc_unwarping", | |
| "framework": "PaddleOCR", | |
| "version": "PP-OCRv5", | |
| "description": "Document image geometric distortion correction", | |
| "accuracy": "CER: 0.179", | |
| "use_case": "Fixes curved/warped documents (book pages, perspective distortion)", | |
| "original_format": "PaddlePaddle", | |
| "converted_format": "ONNX", | |
| "opset_version": 11, | |
| "input_shape": "dynamic (batch_size, 3, height, width)", | |
| "output_shape": "dynamic (batch_size, 3, height, width)", | |
| "source": "https://github.com/PaddlePaddle/PaddleOCR", | |
| "usage": { | |
| "library": "onnxruntime", | |
| "when_to_use": "Fixes curved/warped documents (book pages, perspective distortion)", | |
| "optional": true, | |
| "improves": "OCR accuracy on rotated or distorted documents" | |
| } | |
| } |