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{
"format_version": 1,
"model_id": "xiao-1011/dmc-brainmap-registration-predictor",
"model_version": "1.0.0",
"architecture": {
"class_name": "PairSpatialHomographyNet",
"parameter_count": 2336200,
"input_channels": 2,
"base_channels": 24,
"feature_channels": [24, 48, 96, 96, 192],
"spatial_pool_size": [5, 8],
"spatial_hidden_channels": 256,
"max_corner_offset_px": 512.0
},
"inputs": [
{
"name": "sample",
"shape": ["batch", 1, 800, 1140],
"dtype": "float32",
"range": [0.0, 1.0]
},
{
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"shape": ["batch", 1, 800, 1140],
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}
],
"preprocessing": {
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"pixel_scale_divisor": 255.0,
"tensor_layout": "NCHW",
"validated_width_px": 1140,
"validated_height_px": 800
},
"output": {
"name": "sample_to_reference_corner_offsets",
"shape": ["batch", 4, 2],
"dtype": "float32",
"unit": "pixel",
"direction": "sample_to_reference",
"corner_order": ["top_left", "top_right", "bottom_right", "bottom_left"]
},
"compatibility": {
"framework": "pytorch",
"training_torch_version": "2.12.0+cu130",
"inference_device": "cpu",
"application": "napari-dmc-brainmap"
},
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"sha256": "f24893d0a5d335ccfee2c354245cfefef935424f0d7c8010e9efbc0560496d18",
"weights_only_compatible": true
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"provenance": {
"source_repository": "https://github.com/xiao-1011/sharpy-model",
"source_commit": "0a80f4f831f6450a015a2f32433f22975ac97dc0",
"run_name": "baseline-005-spatial-augmented-200ep",
"selected_epoch": 91,
"selection_metric": "validation_loss",
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}