dr-studio / model /artifacts /params.json
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{
"network": {
"name": "ECGRecoverRandomMaskWithRS5",
"params": {
"num_leads": 12,
"output_size": 1,
"activation": {
"name": "Identity",
"params": {}
},
"task": "binary",
"code_from_local": false,
"num_aux": 0,
"multitask_head": null,
"inplanes": 24,
"kernel_size": [
11,
5
],
"num_heads": 4,
"num_depths_attn_start": [
5,
2
],
"leaky_relu": 0.06,
"dropout": 0.1
}
},
"dataset": {
"name": "ECGRecoverDatasetRandomMaskWithRS2V3",
"params": {
"code_from_local": false,
"aux_data": [],
"second": 10,
"hz": 500,
"normalization": "",
"augmentation": {},
"sampler": null,
"bandpass": {},
"wave_type": [
"ecg"
],
"wave_config": [
{
"name": "ecg",
"params": {
"preproc_config": [
{
"name": "FillLead",
"params": {}
},
{
"name": "ResampleSignal",
"params": {
"sampling_rate_target": 500
}
},
{
"name": "AdjustLength",
"params": {
"target_length": 5000
}
},
{
"name": "ButterFilter",
"params": {
"filter_type": "bandpass",
"cutoff_low": 0.05,
"cutoff_high": 150
}
}
],
"augmentation": {
"list": [
{
"TimeMask": 1.0
},
{
"TimeWarp": 1.0
},
{
"ChannelMask": 1.0
},
{
"AngleRotation": 1.0
},
{
"BaselineShift": 1.0
},
{
"BaselineWander": 1.0
},
{
"EMGNoise": 1.0
},
{
"PartialWhiteNoise": 1.0
},
{
"PowerlineNoise": 1.0
}
],
"number": 2,
"intensity": 3.5990804665396747,
"prob": 1.0,
"lead_dependency": false
}
}
}
],
"deterministic_masking": false
}
}
}