| { | |
| "model_type": "uvdoc", | |
| "architecture": "encoder-decoder", | |
| "framework": "onnx", | |
| "input": { | |
| "name": "image", | |
| "shape": [1, 3, 720, 496], | |
| "format": "NCHW", | |
| "dtype": "float32", | |
| "color_space": "RGB", | |
| "normalization": { | |
| "range": [0, 1], | |
| "method": "divide_by_255" | |
| } | |
| }, | |
| "output": { | |
| "name": "grid_2d", | |
| "shape": [1, 2, 45, 31], | |
| "format": "NCHW", | |
| "dtype": "float32", | |
| "description": "2D coordinate grid for document unwarping", | |
| "coordinate_range": [-1, 1] | |
| }, | |
| "onnx_opset": 16, | |
| "original_model": { | |
| "name": "UVDoc", | |
| "repository": "https://github.com/tanguymagne/UVDoc", | |
| "paper": "https://arxiv.org/abs/2302.02887", | |
| "authors": ["Floor Verhoeven", "Tanguy Magne", "Olga Sorkine-Hornung"], | |
| "institution": "ETH Zurich", | |
| "venue": "SIGGRAPH Asia 2023" | |
| } | |
| } | |