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Document v1.0.0 model and evaluation
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{
"model_version": "1.0.0",
"checkpoint_epoch": 91,
"split": "test",
"split_unit": "animal",
"evaluated_animals": 13,
"evaluated_examples": 853,
"evaluation_grid": {
"points_per_axis": 8,
"points_per_image": 64,
"nonblack_bbox_inset_fraction": 0.02
},
"point_error_px": {
"mean": 18.964101791381836,
"median": 14.21119213104248,
"p95": 49.03499984741211,
"max": 552.370361328125
},
"per_image_mean_error_px": {
"mean": 18.964101791381836,
"median": 15.500758171081543,
"p95": 42.29865646362305,
"max": 133.12844848632812
},
"per_image_corner_mean_error_px": {
"mean": 37.98278045654297,
"median": 29.711130142211914,
"p95": 84.36680603027344,
"max": 334.3974304199219
},
"metric_interpretation": "Errors compare the predicted sample-to-reference projective transform with the quality-controlled fitted target transform. Distance conversions use 10 micrometres per atlas pixel and are approximate.",
"source_summary": "runs/evaluations/test-baseline-005-spatial-augmented-200ep-best/summary.json"
}