Upload 5 files
Browse files- config.json +22 -0
- labels_all71.json +76 -0
- onnx_models/ecg_founder_12lead.onnx +3 -0
- onnx_models/ecg_founder_all71.onnx +3 -0
- validation_results.json +11 -0
config.json
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{
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"model_name": "ECGFounder-ONNX",
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"version": "1.0",
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"architecture": "Net1D",
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"parameters": 28000000,
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"input_shape": [1, 12, 5000],
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"input_dtype": "float32",
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"output_shape_12lead": [1, 150],
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"output_shape_all71": [1, 71],
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"preprocessing": {
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"sampling_rate": 500,
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"duration_seconds": 10,
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"bandpass_filter": [0.5, 50.0],
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"normalization": "z-score"
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},
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"performance": {
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"platform": "ARM Cortex-A72",
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"latency_ms": 115.0,
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"auroc_ptbxl": 0.909
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},
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"license": "MIT"
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}
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labels_all71.json
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{
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"task": "all71",
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"labels": [
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"1AVB",
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"2AVB",
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"3AVB",
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"ABQRS",
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"AFIB",
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"AFLT",
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"ALMI",
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"AMI",
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"ANEUR",
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"ASMI",
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"BIGU",
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"CLBBB",
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"CRBBB",
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"DIG",
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"EL",
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"HVOLT",
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"ILBBB",
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"ILMI",
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"IMI",
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"INJAL",
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"INJAS",
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"INJIL",
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"INJIN",
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"INJLA",
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"INVT",
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"IPLMI",
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"IPMI",
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"IRBBB",
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"ISCAL",
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"ISCAN",
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"ISCAS",
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"ISCIL",
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"ISCIN",
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"ISCLA",
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"ISC_",
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"IVCD",
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"LAFB",
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"LAO/LAE",
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"LMI",
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"LNGQT",
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"LOWT",
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"LPFB",
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"LPR",
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"LVH",
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"LVOLT",
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"NDT",
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"NORM",
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"NST_",
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"NT_",
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"PAC",
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"PACE",
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"PMI",
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"PRC(S)",
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"PSVT",
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"PVC",
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"QWAVE",
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"RAO/RAE",
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"RVH",
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"SARRH",
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"SBRAD",
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"SEHYP",
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"SR",
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"STACH",
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"STD_",
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"STE_",
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"SVARR",
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"SVTAC",
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"TAB_",
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"TRIGU",
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"VCLVH",
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"WPW"
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]
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}
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onnx_models/ecg_founder_12lead.onnx
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version https://git-lfs.github.com/spec/v1
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oid sha256:c20c3ce1ad7f1737289f02a68ef9fac69c88e2e0afbe1fe4e17e8dffd6518707
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size 123562882
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onnx_models/ecg_founder_all71.onnx
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version https://git-lfs.github.com/spec/v1
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oid sha256:2afb1c90b55582a6fa93a4b004c9dcaab6dd19ad48c843866c3ac082d2f251da
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size 123743981
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validation_results.json
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{
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"onnx_path": "D:\\Project\\ECG\\ECGFounder\\onnx_models\\ecg_founder_12lead.onnx",
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"file_size_mb": 117.83874702453613,
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"validation": {
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"max_abs": 0.2491769790649414,
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"mean_abs": 0.0452825129032135,
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"all_close": false,
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"rtol": 1e-05,
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"atol": 1e-05
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}
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}
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