Datasets:
Formats:
parquet
Languages:
English
Size:
1M - 10M
Tags:
accelerometry
wearable
human-activity-recognition
time-series-classification
thigh-worn
physical-activity
License:
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Browse files
README.md
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@@ -119,30 +119,30 @@ Full meaning of every `(label, variant)` combination in the dataset:
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| label | variant | condition | meaning | labeled min |
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| `lie` | `supine` | laboratory | Lying on back, face up | 104.9 |
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| `lie` | `side` | laboratory | Lying on side | 104.9 |
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| `lie` | `prone` | laboratory | Lying face down | 104.9 |
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| `lie` | — | free-living | Lying; specific posture not recorded | 41.9 |
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| `walk` | `slow` | laboratory | Treadmill 1.8 km/h (0.5 m/s) | 104.9 |
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| `walk` | `moderate` | laboratory | Treadmill 2.88 km/h (0.8 m/s) | 104.9 |
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| `walk` | `fast` | laboratory | Treadmill 4.32 km/h (1.2 m/s) | 104.9 |
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| `walk` | — | free-living | Walking; speed uncontrolled | 569.3 |
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| `run` | `slow` | laboratory | Treadmill 6.48 km/h (1.8 m/s) | 104.9 |
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| `run` | `moderate` | laboratory | Treadmill 8.28 km/h (2.3 m/s) | 104.9 |
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| `run` | `fast` | laboratory | Treadmill 10.08 km/h (2.8 m/s) | 101.9 |
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| `run` | — | free-living | Running; speed uncontrolled | 134.9 |
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| `bicycle` | `pedalling-seated` | free-living | Cycling seated on saddle, actively pedalling | 237.2 |
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| `bicycle` | `coasting` | free-living | Cycling without pedalling (downhill / momentum); seated/standing posture not distinguished in free-living annotation | 49.4 |
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| `bicycle` | `pedalling-standing` | free-living | Cycling while standing on pedals | 10.3 |
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| `stairs` | — | free-living | Stair climbing | 13.1 |
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Total labeled: 3,680 min / 61.3 h across 35 participants (lab) / 32 (free-living).
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| label | variant | condition | meaning | labeled min |
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| `bicycle` | `slow` | laboratory | Cycle ergometer 50 W / 40 rpm | 104.5 |
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| `bicycle` | `moderate` | laboratory | Cycle ergometer 75 W / 60 rpm | 104.7 |
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| `bicycle` | `fast` | laboratory | Cycle ergometer 100 W / 80 rpm | 104.9 |
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| `bicycle` | `pedalling-seated` | free-living | Cycling seated on saddle, actively pedalling | 237.2 |
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| `bicycle` | `coasting` | free-living | Cycling without pedalling (downhill / momentum); seated/standing posture not distinguished in free-living annotation | 49.4 |
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| `bicycle` | `pedalling-standing` | free-living | Cycling while standing on pedals | 10.3 |
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| `lie` | `supine` | laboratory | Lying on back, face up | 104.9 |
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| `lie` | `side` | laboratory | Lying on side | 104.9 |
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| `lie` | `prone` | laboratory | Lying face down | 104.9 |
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| `lie` | — | free-living | Lying; specific posture not recorded | 41.9 |
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| `run` | `slow` | laboratory | Treadmill 6.48 km/h (1.8 m/s) | 104.9 |
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| `run` | `moderate` | laboratory | Treadmill 8.28 km/h (2.3 m/s) | 104.9 |
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| `run` | `fast` | laboratory | Treadmill 10.08 km/h (2.8 m/s) | 101.9 |
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| `run` | — | free-living | Running; speed uncontrolled | 134.9 |
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| `shuffle` | — | free-living | Standing with small continuous body movements (dynamic standing) | 76.0 |
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| `sit` | — | laboratory | Sedentary; seated at rest | 174.8 |
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| `sit` | — | free-living | Sedentary; seated at rest | 722.8 |
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| `stairs` | — | free-living | Stair climbing | 13.1 |
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| `stand` | — | laboratory | Upright, stationary standing | 174.7 |
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| `stand` | — | free-living | Upright, stationary standing | 220.1 |
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| `walk` | `slow` | laboratory | Treadmill 1.8 km/h (0.5 m/s) | 104.9 |
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| `walk` | `moderate` | laboratory | Treadmill 2.88 km/h (0.8 m/s) | 104.9 |
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| `walk` | `fast` | laboratory | Treadmill 4.32 km/h (1.2 m/s) | 104.9 |
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| `walk` | — | free-living | Walking; speed uncontrolled | 569.3 |
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Total labeled: 3,680 min / 61.3 h across 35 participants (lab) / 32 (free-living).
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