| { | |
| "model_name": "Easy4K SFDP - Siamese NET AI", | |
| "model_version": "0.5.0", | |
| "architecture": "siamese depthwise-separable CNN + difference/product fusion head", | |
| "input": { | |
| "names": [ | |
| "frame_a", | |
| "frame_b" | |
| ], | |
| "shape": [ | |
| "batch", | |
| 1, | |
| 128, | |
| 128 | |
| ], | |
| "dtype": "float32", | |
| "range": [ | |
| 0, | |
| 1 | |
| ], | |
| "color": "grayscale" | |
| }, | |
| "output": { | |
| "name": "score", | |
| "shape": [ | |
| "batch", | |
| 1 | |
| ], | |
| "meaning": "1 = duplicate" | |
| }, | |
| "opset": 17, | |
| "providers": [ | |
| "DmlExecutionProvider", | |
| "CPUExecutionProvider" | |
| ], | |
| "recommended_threshold": 0.5, | |
| "metrics": { | |
| "val_mae": 0.02788, | |
| "val_acc": 0.97562, | |
| "precision": 0.97425, | |
| "recall": 0.9811 | |
| }, | |
| "license": "cc-by-nc-4.0" | |
| } |