jepa-shield / python-car /deployment /models /preprocessing.json
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Publish four-task runtime assets and image-goal calibration
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{
"action_bounds_high": [
1.5,
0.6108652353286743
],
"action_bounds_low": [
-1.5,
-0.6108652353286743
],
"action_contract": {
"block_layout": "[v0, steering0, v1, steering1]",
"channels": [
"velocity_mps",
"steering_rad"
],
"normalization": "train_valid_rows_zscore",
"normalized_dataset_key_is_not_training_input": "action_normalized",
"source_key": "action",
"units": [
"meter_per_second",
"radian"
]
},
"action_stats": {
"count": 1676800,
"fit_split": "train",
"mean": [
0.011394362082768885,
0.00011287550831609133
],
"std": [
0.6519906367268009,
0.30321954355307507
],
"valid_rows_only": true
},
"frameskip": 2,
"image_layout": "uint8_NHWC_to_float_NCHW",
"image_normalization": "imagenet",
"image_size": 224,
"schema_name": "parking-lewm-preprocessor",
"schema_version": 2,
"state_contract": {
"channels": [
"x_body_center_m",
"y_body_center_m",
"sin_theta_tractor",
"cos_theta_tractor",
"velocity_mps",
"steering_rad"
],
"heading_encoding": "sin_cos",
"heading_unit": "radian",
"position_unit": "meter",
"reference": "body_center"
},
"task": "tractor"
}