ariefansclub commited on
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2d6e01a
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Create locomotion_stability_model_config.json

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locomotion_stability_model_config.json ADDED
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+ {
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+ "model_name": "han-locomotion-stability-classifier-v1",
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+ "model_type": "binary_classification",
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+ "input_features": [
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+ "step_length_cm",
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+ "stride_frequency_hz",
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+ "center_of_mass_shift_cm",
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+ "ground_reaction_force_n",
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+ "terrain_type_index",
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+ "imu_balance_variance"
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+ ],
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+ "output": "stability_status",
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+ "architecture": [
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+ {"type": "dense", "units": 128, "activation": "relu"},
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+ {"type": "dense", "units": 64, "activation": "relu"},
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+ {"type": "dropout", "rate": 0.3},
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+ {"type": "dense", "units": 1, "activation": "sigmoid"}
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+ ],
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+ "loss": "binary_crossentropy",
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+ "optimizer": "adam",
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+ "metrics": ["accuracy", "precision", "recall", "f1"]
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+ }