File size: 914 Bytes
422fd0d | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 | {
"model_type": "imu_masked_encoder",
"n_channels": 6,
"patch_size": 10,
"n_patches": 20,
"embed_dim": 192,
"n_layers": 4,
"n_heads": 6,
"mlp_ratio": 3.0,
"dropout": 0.1,
"target_layers": [2, 4],
"sensor_names": ["accel_x", "accel_y", "accel_z", "gyro_x", "gyro_y", "gyro_z"],
"window_size": 200,
"sampling_rate_hz": 20,
"activity_labels": {
"0": "A - walking",
"1": "B - jogging",
"2": "C - stairs",
"3": "D - sitting",
"4": "E - standing",
"5": "F - typing",
"6": "G - brushing teeth",
"7": "H - eating soup",
"8": "I - eating chips",
"9": "J - eating pasta",
"10": "K - drinking from cup",
"11": "L - eating sandwich",
"12": "M - kicking (soccer ball)",
"13": "O - playing catch with tennis ball",
"14": "P - dribbling (basketball)",
"15": "Q - writing",
"16": "R - clapping",
"17": "S - folding clothes"
}
}
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