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  1. .gitattributes +24 -0
  2. OpportunityUCIDataset/dataset/S1-ADL1.dat +3 -0
  3. OpportunityUCIDataset/dataset/S1-ADL2.dat +3 -0
  4. OpportunityUCIDataset/dataset/S1-ADL3.dat +3 -0
  5. OpportunityUCIDataset/dataset/S1-ADL4.dat +3 -0
  6. OpportunityUCIDataset/dataset/S1-ADL5.dat +3 -0
  7. OpportunityUCIDataset/dataset/S1-Drill.dat +3 -0
  8. OpportunityUCIDataset/dataset/S2-ADL1.dat +3 -0
  9. OpportunityUCIDataset/dataset/S2-ADL2.dat +3 -0
  10. OpportunityUCIDataset/dataset/S2-ADL3.dat +3 -0
  11. OpportunityUCIDataset/dataset/S2-ADL4.dat +3 -0
  12. OpportunityUCIDataset/dataset/S2-ADL5.dat +3 -0
  13. OpportunityUCIDataset/dataset/S2-Drill.dat +3 -0
  14. OpportunityUCIDataset/dataset/S3-ADL1.dat +3 -0
  15. OpportunityUCIDataset/dataset/S3-ADL2.dat +3 -0
  16. OpportunityUCIDataset/dataset/S3-ADL3.dat +3 -0
  17. OpportunityUCIDataset/dataset/S3-ADL4.dat +3 -0
  18. OpportunityUCIDataset/dataset/S3-ADL5.dat +3 -0
  19. OpportunityUCIDataset/dataset/S3-Drill.dat +3 -0
  20. OpportunityUCIDataset/dataset/S4-ADL1.dat +3 -0
  21. OpportunityUCIDataset/dataset/S4-ADL2.dat +3 -0
  22. OpportunityUCIDataset/dataset/S4-ADL3.dat +3 -0
  23. OpportunityUCIDataset/dataset/S4-ADL4.dat +3 -0
  24. OpportunityUCIDataset/dataset/S4-ADL5.dat +3 -0
  25. OpportunityUCIDataset/dataset/S4-Drill.dat +3 -0
  26. OpportunityUCIDataset/dataset/column_names.txt +255 -0
  27. OpportunityUCIDataset/dataset/label_legend.txt +100 -0
  28. README.md +45 -0
.gitattributes CHANGED
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+ Data columns:
2
+
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+ Column: 1 MILLISEC
4
+ Column: 2 Accelerometer RKN^ accX; value = round(original_value), unit = milli g
5
+ Column: 3 Accelerometer RKN^ accY; value = round(original_value), unit = milli g
6
+ Column: 4 Accelerometer RKN^ accZ; value = round(original_value), unit = milli g
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+ Column: 5 Accelerometer HIP accX; value = round(original_value), unit = milli g
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+ Column: 6 Accelerometer HIP accY; value = round(original_value), unit = milli g
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+ Column: 7 Accelerometer HIP accZ; value = round(original_value), unit = milli g
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+ Column: 8 Accelerometer LUA^ accX; value = round(original_value), unit = milli g
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+ Column: 9 Accelerometer LUA^ accY; value = round(original_value), unit = milli g
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+ Column: 10 Accelerometer LUA^ accZ; value = round(original_value), unit = milli g
13
+ Column: 11 Accelerometer RUA_ accX; value = round(original_value), unit = milli g
14
+ Column: 12 Accelerometer RUA_ accY; value = round(original_value), unit = milli g
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+ Column: 13 Accelerometer RUA_ accZ; value = round(original_value), unit = milli g
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+ Column: 14 Accelerometer LH accX; value = round(original_value), unit = milli g
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+ Column: 15 Accelerometer LH accY; value = round(original_value), unit = milli g
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+ Column: 16 Accelerometer LH accZ; value = round(original_value), unit = milli g
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+ Column: 17 Accelerometer BACK accX; value = round(original_value), unit = milli g
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+ Column: 18 Accelerometer BACK accY; value = round(original_value), unit = milli g
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+ Column: 19 Accelerometer BACK accZ; value = round(original_value), unit = milli g
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+ Column: 20 Accelerometer RKN_ accX; value = round(original_value), unit = milli g
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+ Column: 21 Accelerometer RKN_ accY; value = round(original_value), unit = milli g
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+ Column: 22 Accelerometer RKN_ accZ; value = round(original_value), unit = milli g
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+ Column: 23 Accelerometer RWR accX; value = round(original_value), unit = milli g
26
+ Column: 24 Accelerometer RWR accY; value = round(original_value), unit = milli g
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+ Column: 25 Accelerometer RWR accZ; value = round(original_value), unit = milli g
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+ Column: 26 Accelerometer RUA^ accX; value = round(original_value), unit = milli g
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+ Column: 27 Accelerometer RUA^ accY; value = round(original_value), unit = milli g
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+ Column: 28 Accelerometer RUA^ accZ; value = round(original_value), unit = milli g
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+ Column: 29 Accelerometer LUA_ accX; value = round(original_value), unit = milli g
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+ Column: 30 Accelerometer LUA_ accY; value = round(original_value), unit = milli g
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+ Column: 31 Accelerometer LUA_ accZ; value = round(original_value), unit = milli g
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+ Column: 32 Accelerometer LWR accX; value = round(original_value), unit = milli g
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+ Column: 33 Accelerometer LWR accY; value = round(original_value), unit = milli g
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+ Column: 34 Accelerometer LWR accZ; value = round(original_value), unit = milli g
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+ Column: 35 Accelerometer RH accX; value = round(original_value), unit = milli g
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+ Column: 36 Accelerometer RH accY; value = round(original_value), unit = milli g
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+ Column: 37 Accelerometer RH accZ; value = round(original_value), unit = milli g
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+ Column: 38 InertialMeasurementUnit BACK accX; value = round(original_value / 9.8 * 1000), unit = milli g
41
+ Column: 39 InertialMeasurementUnit BACK accY; value = round(original_value / 9.8 * 1000), unit = milli g
42
+ Column: 40 InertialMeasurementUnit BACK accZ; value = round(original_value / 9.8 * 1000), unit = milli g
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+ Column: 41 InertialMeasurementUnit BACK gyroX; value = round(original_value * 1000), unit = unknown
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+ Column: 42 InertialMeasurementUnit BACK gyroY; value = round(original_value * 1000), unit = unknown
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+ Column: 43 InertialMeasurementUnit BACK gyroZ; value = round(original_value * 1000), unit = unknown
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+ Column: 44 InertialMeasurementUnit BACK magneticX; value = round(original_value * 1000), unit = unknown
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+ Column: 45 InertialMeasurementUnit BACK magneticY; value = round(original_value * 1000), unit = unknown
48
+ Column: 46 InertialMeasurementUnit BACK magneticZ; value = round(original_value * 1000), unit = unknown
49
+ Column: 47 InertialMeasurementUnit BACK Quaternion1; value = round(original_value * 1000), unit = none
50
+ Column: 48 InertialMeasurementUnit BACK Quaternion2; value = round(original_value * 1000), unit = none
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+ Column: 49 InertialMeasurementUnit BACK Quaternion3; value = round(original_value * 1000), unit = none
52
+ Column: 50 InertialMeasurementUnit BACK Quaternion4; value = round(original_value * 1000), unit = none
53
+ Column: 51 InertialMeasurementUnit RUA accX; value = round(original_value / 9.8 * 1000), unit = milli g
54
+ Column: 52 InertialMeasurementUnit RUA accY; value = round(original_value / 9.8 * 1000), unit = milli g
55
+ Column: 53 InertialMeasurementUnit RUA accZ; value = round(original_value / 9.8 * 1000), unit = milli g
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+ Column: 54 InertialMeasurementUnit RUA gyroX; value = round(original_value * 1000), unit = unknown
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+ Column: 55 InertialMeasurementUnit RUA gyroY; value = round(original_value * 1000), unit = unknown
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+ Column: 56 InertialMeasurementUnit RUA gyroZ; value = round(original_value * 1000), unit = unknown
59
+ Column: 57 InertialMeasurementUnit RUA magneticX; value = round(original_value * 1000), unit = unknown
60
+ Column: 58 InertialMeasurementUnit RUA magneticY; value = round(original_value * 1000), unit = unknown
61
+ Column: 59 InertialMeasurementUnit RUA magneticZ; value = round(original_value * 1000), unit = unknown
62
+ Column: 60 InertialMeasurementUnit RUA Quaternion1; value = round(original_value * 1000), unit = none
63
+ Column: 61 InertialMeasurementUnit RUA Quaternion2; value = round(original_value * 1000), unit = none
64
+ Column: 62 InertialMeasurementUnit RUA Quaternion3; value = round(original_value * 1000), unit = none
65
+ Column: 63 InertialMeasurementUnit RUA Quaternion4; value = round(original_value * 1000), unit = none
66
+ Column: 64 InertialMeasurementUnit RLA accX; value = round(original_value / 9.8 * 1000), unit = milli g
67
+ Column: 65 InertialMeasurementUnit RLA accY; value = round(original_value / 9.8 * 1000), unit = milli g
68
+ Column: 66 InertialMeasurementUnit RLA accZ; value = round(original_value / 9.8 * 1000), unit = milli g
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+ Column: 67 InertialMeasurementUnit RLA gyroX; value = round(original_value * 1000), unit = unknown
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+ Column: 68 InertialMeasurementUnit RLA gyroY; value = round(original_value * 1000), unit = unknown
71
+ Column: 69 InertialMeasurementUnit RLA gyroZ; value = round(original_value * 1000), unit = unknown
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+ Column: 70 InertialMeasurementUnit RLA magneticX; value = round(original_value * 1000), unit = unknown
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+ Column: 71 InertialMeasurementUnit RLA magneticY; value = round(original_value * 1000), unit = unknown
74
+ Column: 72 InertialMeasurementUnit RLA magneticZ; value = round(original_value * 1000), unit = unknown
75
+ Column: 73 InertialMeasurementUnit RLA Quaternion1; value = round(original_value * 1000), unit = none
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+ Column: 74 InertialMeasurementUnit RLA Quaternion2; value = round(original_value * 1000), unit = none
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+ Column: 75 InertialMeasurementUnit RLA Quaternion3; value = round(original_value * 1000), unit = none
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+ Column: 76 InertialMeasurementUnit RLA Quaternion4; value = round(original_value * 1000), unit = none
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+ Column: 77 InertialMeasurementUnit LUA accX; value = round(original_value / 9.8 * 1000), unit = milli g
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+ Column: 78 InertialMeasurementUnit LUA accY; value = round(original_value / 9.8 * 1000), unit = milli g
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+ Column: 79 InertialMeasurementUnit LUA accZ; value = round(original_value / 9.8 * 1000), unit = milli g
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+ Column: 80 InertialMeasurementUnit LUA gyroX; value = round(original_value * 1000), unit = unknown
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+ Column: 81 InertialMeasurementUnit LUA gyroY; value = round(original_value * 1000), unit = unknown
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+ Column: 82 InertialMeasurementUnit LUA gyroZ; value = round(original_value * 1000), unit = unknown
85
+ Column: 83 InertialMeasurementUnit LUA magneticX; value = round(original_value * 1000), unit = unknown
86
+ Column: 84 InertialMeasurementUnit LUA magneticY; value = round(original_value * 1000), unit = unknown
87
+ Column: 85 InertialMeasurementUnit LUA magneticZ; value = round(original_value * 1000), unit = unknown
88
+ Column: 86 InertialMeasurementUnit LUA Quaternion1; value = round(original_value * 1000), unit = none
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+ Column: 87 InertialMeasurementUnit LUA Quaternion2; value = round(original_value * 1000), unit = none
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+ Column: 88 InertialMeasurementUnit LUA Quaternion3; value = round(original_value * 1000), unit = none
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+ Column: 89 InertialMeasurementUnit LUA Quaternion4; value = round(original_value * 1000), unit = none
92
+ Column: 90 InertialMeasurementUnit LLA accX; value = round(original_value / 9.8 * 1000), unit = milli g
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+ Column: 91 InertialMeasurementUnit LLA accY; value = round(original_value / 9.8 * 1000), unit = milli g
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+ Column: 92 InertialMeasurementUnit LLA accZ; value = round(original_value / 9.8 * 1000), unit = milli g
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+ Column: 93 InertialMeasurementUnit LLA gyroX; value = round(original_value * 1000), unit = unknown
96
+ Column: 94 InertialMeasurementUnit LLA gyroY; value = round(original_value * 1000), unit = unknown
97
+ Column: 95 InertialMeasurementUnit LLA gyroZ; value = round(original_value * 1000), unit = unknown
98
+ Column: 96 InertialMeasurementUnit LLA magneticX; value = round(original_value * 1000), unit = unknown
99
+ Column: 97 InertialMeasurementUnit LLA magneticY; value = round(original_value * 1000), unit = unknown
100
+ Column: 98 InertialMeasurementUnit LLA magneticZ; value = round(original_value * 1000), unit = unknown
101
+ Column: 99 InertialMeasurementUnit LLA Quaternion1; value = round(original_value * 1000), unit = none
102
+ Column: 100 InertialMeasurementUnit LLA Quaternion2; value = round(original_value * 1000), unit = none
103
+ Column: 101 InertialMeasurementUnit LLA Quaternion3; value = round(original_value * 1000), unit = none
104
+ Column: 102 InertialMeasurementUnit LLA Quaternion4; value = round(original_value * 1000), unit = none
105
+ Column: 103 InertialMeasurementUnit L-SHOE EuX; value = round(original_value), unit = degrees
106
+ Column: 104 InertialMeasurementUnit L-SHOE EuY; value = round(original_value), unit = degrees
107
+ Column: 105 InertialMeasurementUnit L-SHOE EuZ; value = round(original_value), unit = degrees
108
+ Column: 106 InertialMeasurementUnit L-SHOE Nav_Ax; value = round(original_value / 9.8 * 1000), unit = milli g
109
+ Column: 107 InertialMeasurementUnit L-SHOE Nav_Ay; value = round(original_value / 9.8 * 1000), unit = milli g
110
+ Column: 108 InertialMeasurementUnit L-SHOE Nav_Az; value = round(original_value / 9.8 * 1000), unit = milli g
111
+ Column: 109 InertialMeasurementUnit L-SHOE Body_Ax; value = round(original_value / 9.8 * 1000), unit = milli g
112
+ Column: 110 InertialMeasurementUnit L-SHOE Body_Ay; value = round(original_value / 9.8 * 1000), unit = milli g
113
+ Column: 111 InertialMeasurementUnit L-SHOE Body_Az; value = round(original_value / 9.8 * 1000), unit = milli g
114
+ Column: 112 InertialMeasurementUnit L-SHOE AngVelBodyFrameX; value = round(original_value * 1000), unit = mm/s
115
+ Column: 113 InertialMeasurementUnit L-SHOE AngVelBodyFrameY; value = round(original_value * 1000), unit = mm/s
116
+ Column: 114 InertialMeasurementUnit L-SHOE AngVelBodyFrameZ; value = round(original_value * 1000), unit = mm/s
117
+ Column: 115 InertialMeasurementUnit L-SHOE AngVelNavFrameX; value = round(original_value * 1000), unit = mm/s
118
+ Column: 116 InertialMeasurementUnit L-SHOE AngVelNavFrameY; value = round(original_value * 1000), unit = mm/s
119
+ Column: 117 InertialMeasurementUnit L-SHOE AngVelNavFrameZ; value = round(original_value * 1000), unit = mm/s
120
+ Column: 118 InertialMeasurementUnit L-SHOE Compass; value = round(original_value), unit = degrees
121
+ Column: 119 InertialMeasurementUnit R-SHOE EuX; value = round(original_value), unit = degrees
122
+ Column: 120 InertialMeasurementUnit R-SHOE EuY; value = round(original_value), unit = degrees
123
+ Column: 121 InertialMeasurementUnit R-SHOE EuZ; value = round(original_value), unit = degrees
124
+ Column: 122 InertialMeasurementUnit R-SHOE Nav_Ax; value = round(original_value / 9.8 * 1000), unit = milli g
125
+ Column: 123 InertialMeasurementUnit R-SHOE Nav_Ay; value = round(original_value / 9.8 * 1000), unit = milli g
126
+ Column: 124 InertialMeasurementUnit R-SHOE Nav_Az; value = round(original_value / 9.8 * 1000), unit = milli g
127
+ Column: 125 InertialMeasurementUnit R-SHOE Body_Ax; value = round(original_value / 9.8 * 1000), unit = milli g
128
+ Column: 126 InertialMeasurementUnit R-SHOE Body_Ay; value = round(original_value / 9.8 * 1000), unit = milli g
129
+ Column: 127 InertialMeasurementUnit R-SHOE Body_Az; value = round(original_value / 9.8 * 1000), unit = milli g
130
+ Column: 128 InertialMeasurementUnit R-SHOE AngVelBodyFrameX; value = round(original_value * 1000), unit = mm/s
131
+ Column: 129 InertialMeasurementUnit R-SHOE AngVelBodyFrameY; value = round(original_value * 1000), unit = mm/s
132
+ Column: 130 InertialMeasurementUnit R-SHOE AngVelBodyFrameZ; value = round(original_value * 1000), unit = mm/s
133
+ Column: 131 InertialMeasurementUnit R-SHOE AngVelNavFrameX; value = round(original_value * 1000), unit = mm/s
134
+ Column: 132 InertialMeasurementUnit R-SHOE AngVelNavFrameY; value = round(original_value * 1000), unit = mm/s
135
+ Column: 133 InertialMeasurementUnit R-SHOE AngVelNavFrameZ; value = round(original_value * 1000), unit = mm/s
136
+ Column: 134 InertialMeasurementUnit R-SHOE Compass; value = round(original_value), unit = degrees
137
+ Column: 135 Accelerometer CUP accX; value = round(original_value), unit = milli g
138
+ Column: 136 Accelerometer CUP accX; value = round(original_value), unit = milli g
139
+ Column: 137 Accelerometer CUP accX; value = round(original_value), unit = milli g
140
+ Column: 138 Accelerometer CUP gyroX; value = round(original_value), unit = unknown
141
+ Column: 139 Accelerometer CUP gyroY; value = round(original_value), unit = unknown
142
+ Column: 140 Accelerometer SALAMI accX; value = round(original_value), unit = milli g
143
+ Column: 141 Accelerometer SALAMI accX; value = round(original_value), unit = milli g
144
+ Column: 142 Accelerometer SALAMI accX; value = round(original_value), unit = milli g
145
+ Column: 143 Accelerometer SALAMI gyroX; value = round(original_value), unit = unknown
146
+ Column: 144 Accelerometer SALAMI gyroY; value = round(original_value), unit = unknown
147
+ Column: 145 Accelerometer WATER accX; value = round(original_value), unit = milli g
148
+ Column: 146 Accelerometer WATER accX; value = round(original_value), unit = milli g
149
+ Column: 147 Accelerometer WATER accX; value = round(original_value), unit = milli g
150
+ Column: 148 Accelerometer WATER gyroX; value = round(original_value), unit = unknown
151
+ Column: 149 Accelerometer WATER gyroY; value = round(original_value), unit = unknown
152
+ Column: 150 Accelerometer CHEESE accX; value = round(original_value), unit = milli g
153
+ Column: 151 Accelerometer CHEESE accX; value = round(original_value), unit = milli g
154
+ Column: 152 Accelerometer CHEESE accX; value = round(original_value), unit = milli g
155
+ Column: 153 Accelerometer CHEESE gyroX; value = round(original_value), unit = unknown
156
+ Column: 154 Accelerometer CHEESE gyroY; value = round(original_value), unit = unknown
157
+ Column: 155 Accelerometer BREAD accX; value = round(original_value), unit = milli g
158
+ Column: 156 Accelerometer BREAD accX; value = round(original_value), unit = milli g
159
+ Column: 157 Accelerometer BREAD accX; value = round(original_value), unit = milli g
160
+ Column: 158 Accelerometer BREAD gyroX; value = round(original_value), unit = unknown
161
+ Column: 159 Accelerometer BREAD gyroY; value = round(original_value), unit = unknown
162
+ Column: 160 Accelerometer KNIFE1 accX; value = round(original_value), unit = milli g
163
+ Column: 161 Accelerometer KNIFE1 accX; value = round(original_value), unit = milli g
164
+ Column: 162 Accelerometer KNIFE1 accX; value = round(original_value), unit = milli g
165
+ Column: 163 Accelerometer KNIFE1 gyroX; value = round(original_value), unit = unknown
166
+ Column: 164 Accelerometer KNIFE1 gyroY; value = round(original_value), unit = unknown
167
+ Column: 165 Accelerometer MILK accX; value = round(original_value), unit = milli g
168
+ Column: 166 Accelerometer MILK accX; value = round(original_value), unit = milli g
169
+ Column: 167 Accelerometer MILK accX; value = round(original_value), unit = milli g
170
+ Column: 168 Accelerometer MILK gyroX; value = round(original_value), unit = unknown
171
+ Column: 169 Accelerometer MILK gyroY; value = round(original_value), unit = unknown
172
+ Column: 170 Accelerometer SPOON accX; value = round(original_value), unit = milli g
173
+ Column: 171 Accelerometer SPOON accX; value = round(original_value), unit = milli g
174
+ Column: 172 Accelerometer SPOON accX; value = round(original_value), unit = milli g
175
+ Column: 173 Accelerometer SPOON gyroX; value = round(original_value), unit = unknown
176
+ Column: 174 Accelerometer SPOON gyroY; value = round(original_value), unit = unknown
177
+ Column: 175 Accelerometer SUGAR accX; value = round(original_value), unit = milli g
178
+ Column: 176 Accelerometer SUGAR accX; value = round(original_value), unit = milli g
179
+ Column: 177 Accelerometer SUGAR accX; value = round(original_value), unit = milli g
180
+ Column: 178 Accelerometer SUGAR gyroX; value = round(original_value), unit = unknown
181
+ Column: 179 Accelerometer SUGAR gyroY; value = round(original_value), unit = unknown
182
+ Column: 180 Accelerometer KNIFE2 accX; value = round(original_value), unit = milli g
183
+ Column: 181 Accelerometer KNIFE2 accX; value = round(original_value), unit = milli g
184
+ Column: 182 Accelerometer KNIFE2 accX; value = round(original_value), unit = milli g
185
+ Column: 183 Accelerometer KNIFE2 gyroX; value = round(original_value), unit = unknown
186
+ Column: 184 Accelerometer KNIFE2 gyroY; value = round(original_value), unit = unknown
187
+ Column: 185 Accelerometer PLATE accX; value = round(original_value), unit = milli g
188
+ Column: 186 Accelerometer PLATE accX; value = round(original_value), unit = milli g
189
+ Column: 187 Accelerometer PLATE accX; value = round(original_value), unit = milli g
190
+ Column: 188 Accelerometer PLATE gyroX; value = round(original_value), unit = unknown
191
+ Column: 189 Accelerometer PLATE gyroY; value = round(original_value), unit = unknown
192
+ Column: 190 Accelerometer GLASS accX; value = round(original_value), unit = milli g
193
+ Column: 191 Accelerometer GLASS accX; value = round(original_value), unit = milli g
194
+ Column: 192 Accelerometer GLASS accX; value = round(original_value), unit = milli g
195
+ Column: 193 Accelerometer GLASS gyroX; value = round(original_value), unit = unknown
196
+ Column: 194 Accelerometer GLASS gyroY; value = round(original_value), unit = unknown
197
+ Column: 195 REED SWITCH DISHWASHER S1; value = original_value, unit = logical (0/1)
198
+ Column: 196 REED SWITCH FRIDGE S3; value = original_value, unit = logical (0/1)
199
+ Column: 197 REED SWITCH FRIDGE S2; value = original_value, unit = logical (0/1)
200
+ Column: 198 REED SWITCH FRIDGE S1; value = original_value, unit = logical (0/1)
201
+ Column: 199 REED SWITCH MIDDLEDRAWER S1; value = original_value, unit = logical (0/1)
202
+ Column: 200 REED SWITCH MIDDLEDRAWER S2; value = original_value, unit = logical (0/1)
203
+ Column: 201 REED SWITCH MIDDLEDRAWER S3; value = original_value, unit = logical (0/1)
204
+ Column: 202 REED SWITCH LOWERDRAWER S3; value = original_value, unit = logical (0/1)
205
+ Column: 203 REED SWITCH LOWERDRAWER S2; value = original_value, unit = logical (0/1)
206
+ Column: 204 REED SWITCH UPPERDRAWER; value = original_value, unit = logical (0/1)
207
+ Column: 205 REED SWITCH DISHWASHER S3; value = original_value, unit = logical (0/1)
208
+ Column: 206 REED SWITCH LOWERDRAWER S1; value = original_value, unit = logical (0/1)
209
+ Column: 207 REED SWITCH DISHWASHER S2; value = original_value, unit = logical (0/1)
210
+ Column: 208 Accelerometer DOOR1 accX; value = round(original_value), unit = milli g
211
+ Column: 209 Accelerometer DOOR1 accY; value = round(original_value), unit = milli g
212
+ Column: 210 Accelerometer DOOR1 accZ; value = round(original_value), unit = milli g
213
+ Column: 211 Accelerometer LAZYCHAIR accX; value = round(original_value), unit = milli g
214
+ Column: 212 Accelerometer LAZYCHAIR accY; value = round(original_value), unit = milli g
215
+ Column: 213 Accelerometer LAZYCHAIR accZ; value = round(original_value), unit = milli g
216
+ Column: 214 Accelerometer DOOR2 accX; value = round(original_value), unit = milli g
217
+ Column: 215 Accelerometer DOOR2 accY; value = round(original_value), unit = milli g
218
+ Column: 216 Accelerometer DOOR2 accZ; value = round(original_value), unit = milli g
219
+ Column: 217 Accelerometer DISHWASHER accX; value = round(original_value), unit = milli g
220
+ Column: 218 Accelerometer DISHWASHER accY; value = round(original_value), unit = milli g
221
+ Column: 219 Accelerometer DISHWASHER accZ; value = round(original_value), unit = milli g
222
+ Column: 220 Accelerometer UPPERDRAWER accX; value = round(original_value), unit = milli g
223
+ Column: 221 Accelerometer UPPERDRAWER accY; value = round(original_value), unit = milli g
224
+ Column: 222 Accelerometer UPPERDRAWER accZ; value = round(original_value), unit = milli g
225
+ Column: 223 Accelerometer LOWERDRAWER accX; value = round(original_value), unit = milli g
226
+ Column: 224 Accelerometer LOWERDRAWER accY; value = round(original_value), unit = milli g
227
+ Column: 225 Accelerometer LOWERDRAWER accZ; value = round(original_value), unit = milli g
228
+ Column: 226 Accelerometer MIDDLEDRAWER accX; value = round(original_value), unit = milli g
229
+ Column: 227 Accelerometer MIDDLEDRAWER accY; value = round(original_value), unit = milli g
230
+ Column: 228 Accelerometer MIDDLEDRAWER accZ; value = round(original_value), unit = milli g
231
+ Column: 229 Accelerometer FRIDGE accX; value = round(original_value), unit = milli g
232
+ Column: 230 Accelerometer FRIDGE accY; value = round(original_value), unit = milli g
233
+ Column: 231 Accelerometer FRIDGE accZ; value = round(original_value), unit = milli g
234
+ Column: 232 LOCATION TAG1 X; value = round(original_value), unit = millimetres
235
+ Column: 233 LOCATION TAG1 Y; value = round(original_value), unit = millimetres
236
+ Column: 234 LOCATION TAG1 Z; value = round(original_value), unit = millimetres
237
+ Column: 235 LOCATION TAG2 X; value = round(original_value), unit = millimetres
238
+ Column: 236 LOCATION TAG2 Y; value = round(original_value), unit = millimetres
239
+ Column: 237 LOCATION TAG2 Z; value = round(original_value), unit = millimetres
240
+ Column: 238 LOCATION TAG3 X; value = round(original_value), unit = millimetres
241
+ Column: 239 LOCATION TAG3 Y; value = round(original_value), unit = millimetres
242
+ Column: 240 LOCATION TAG3 Z; value = round(original_value), unit = millimetres
243
+ Column: 241 LOCATION TAG4 X; value = round(original_value), unit = millimetres
244
+ Column: 242 LOCATION TAG4 Y; value = round(original_value), unit = millimetres
245
+ Column: 243 LOCATION TAG4 Z; value = round(original_value), unit = millimetres
246
+
247
+ Label columns:
248
+
249
+ Column: 244 Locomotion
250
+ Column: 245 HL_Activity
251
+ Column: 246 LL_Left_Arm
252
+ Column: 247 LL_Left_Arm_Object
253
+ Column: 248 LL_Right_Arm
254
+ Column: 249 LL_Right_Arm_Object
255
+ Column: 250 ML_Both_Arms
OpportunityUCIDataset/dataset/label_legend.txt ADDED
@@ -0,0 +1,100 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ Unique index - Track name - Label name
2
+
3
+ 1 - Locomotion - Stand
4
+ 2 - Locomotion - Walk
5
+ 4 - Locomotion - Sit
6
+ 5 - Locomotion - Lie
7
+ 101 - HL_Activity - Relaxing
8
+ 102 - HL_Activity - Coffee time
9
+ 103 - HL_Activity - Early morning
10
+ 104 - HL_Activity - Cleanup
11
+ 105 - HL_Activity - Sandwich time
12
+ 201 - LL_Left_Arm - unlock
13
+ 202 - LL_Left_Arm - stir
14
+ 203 - LL_Left_Arm - lock
15
+ 204 - LL_Left_Arm - close
16
+ 205 - LL_Left_Arm - reach
17
+ 206 - LL_Left_Arm - open
18
+ 207 - LL_Left_Arm - sip
19
+ 208 - LL_Left_Arm - clean
20
+ 209 - LL_Left_Arm - bite
21
+ 210 - LL_Left_Arm - cut
22
+ 211 - LL_Left_Arm - spread
23
+ 212 - LL_Left_Arm - release
24
+ 213 - LL_Left_Arm - move
25
+ 301 - LL_Left_Arm_Object - Bottle
26
+ 302 - LL_Left_Arm_Object - Salami
27
+ 303 - LL_Left_Arm_Object - Bread
28
+ 304 - LL_Left_Arm_Object - Sugar
29
+ 305 - LL_Left_Arm_Object - Dishwasher
30
+ 306 - LL_Left_Arm_Object - Switch
31
+ 307 - LL_Left_Arm_Object - Milk
32
+ 308 - LL_Left_Arm_Object - Drawer3 (lower)
33
+ 309 - LL_Left_Arm_Object - Spoon
34
+ 310 - LL_Left_Arm_Object - Knife cheese
35
+ 311 - LL_Left_Arm_Object - Drawer2 (middle)
36
+ 312 - LL_Left_Arm_Object - Table
37
+ 313 - LL_Left_Arm_Object - Glass
38
+ 314 - LL_Left_Arm_Object - Cheese
39
+ 315 - LL_Left_Arm_Object - Chair
40
+ 316 - LL_Left_Arm_Object - Door1
41
+ 317 - LL_Left_Arm_Object - Door2
42
+ 318 - LL_Left_Arm_Object - Plate
43
+ 319 - LL_Left_Arm_Object - Drawer1 (top)
44
+ 320 - LL_Left_Arm_Object - Fridge
45
+ 321 - LL_Left_Arm_Object - Cup
46
+ 322 - LL_Left_Arm_Object - Knife salami
47
+ 323 - LL_Left_Arm_Object - Lazychair
48
+ 401 - LL_Right_Arm - unlock
49
+ 402 - LL_Right_Arm - stir
50
+ 403 - LL_Right_Arm - lock
51
+ 404 - LL_Right_Arm - close
52
+ 405 - LL_Right_Arm - reach
53
+ 406 - LL_Right_Arm - open
54
+ 407 - LL_Right_Arm - sip
55
+ 408 - LL_Right_Arm - clean
56
+ 409 - LL_Right_Arm - bite
57
+ 410 - LL_Right_Arm - cut
58
+ 411 - LL_Right_Arm - spread
59
+ 412 - LL_Right_Arm - release
60
+ 413 - LL_Right_Arm - move
61
+ 501 - LL_Right_Arm_Object - Bottle
62
+ 502 - LL_Right_Arm_Object - Salami
63
+ 503 - LL_Right_Arm_Object - Bread
64
+ 504 - LL_Right_Arm_Object - Sugar
65
+ 505 - LL_Right_Arm_Object - Dishwasher
66
+ 506 - LL_Right_Arm_Object - Switch
67
+ 507 - LL_Right_Arm_Object - Milk
68
+ 508 - LL_Right_Arm_Object - Drawer3 (lower)
69
+ 509 - LL_Right_Arm_Object - Spoon
70
+ 510 - LL_Right_Arm_Object - Knife cheese
71
+ 511 - LL_Right_Arm_Object - Drawer2 (middle)
72
+ 512 - LL_Right_Arm_Object - Table
73
+ 513 - LL_Right_Arm_Object - Glass
74
+ 514 - LL_Right_Arm_Object - Cheese
75
+ 515 - LL_Right_Arm_Object - Chair
76
+ 516 - LL_Right_Arm_Object - Door1
77
+ 517 - LL_Right_Arm_Object - Door2
78
+ 518 - LL_Right_Arm_Object - Plate
79
+ 519 - LL_Right_Arm_Object - Drawer1 (top)
80
+ 520 - LL_Right_Arm_Object - Fridge
81
+ 521 - LL_Right_Arm_Object - Cup
82
+ 522 - LL_Right_Arm_Object - Knife salami
83
+ 523 - LL_Right_Arm_Object - Lazychair
84
+ 406516 - ML_Both_Arms - Open Door 1
85
+ 406517 - ML_Both_Arms - Open Door 2
86
+ 404516 - ML_Both_Arms - Close Door 1
87
+ 404517 - ML_Both_Arms - Close Door 2
88
+ 406520 - ML_Both_Arms - Open Fridge
89
+ 404520 - ML_Both_Arms - Close Fridge
90
+ 406505 - ML_Both_Arms - Open Dishwasher
91
+ 404505 - ML_Both_Arms - Close Dishwasher
92
+ 406519 - ML_Both_Arms - Open Drawer 1
93
+ 404519 - ML_Both_Arms - Close Drawer 1
94
+ 406511 - ML_Both_Arms - Open Drawer 2
95
+ 404511 - ML_Both_Arms - Close Drawer 2
96
+ 406508 - ML_Both_Arms - Open Drawer 3
97
+ 404508 - ML_Both_Arms - Close Drawer 3
98
+ 408512 - ML_Both_Arms - Clean Table
99
+ 407521 - ML_Both_Arms - Drink from Cup
100
+ 405506 - ML_Both_Arms - Toggle Switch
README.md ADDED
@@ -0,0 +1,45 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ license: mit
3
+ task_categories:
4
+ - time-series-classification
5
+ tags:
6
+ - imu
7
+ - activity-recognition
8
+ - fitness
9
+ - deep-learning
10
+ size_categories:
11
+ - 1M<n<10M
12
+ ---
13
+
14
+ # gem-analysis-opportunity
15
+
16
+ OPPORTUNITY activity recognition dataset
17
+
18
+ ## 数据集信息
19
+
20
+ - **来源路径**: `datasets/opportunity`
21
+ - **数据大小**: 844.4 MB
22
+ - **用途**: 健身动作识别模型训练
23
+
24
+ ## 使用方法
25
+
26
+ ```python
27
+ from huggingface_hub import snapshot_download
28
+
29
+ # 下载数据集
30
+ snapshot_download(
31
+ repo_id="yonful/gem-analysis-opportunity",
32
+ repo_type="dataset",
33
+ local_dir="./datasets/opportunity"
34
+ )
35
+ ```
36
+
37
+ 或使用项目中的下载脚本:
38
+
39
+ ```bash
40
+ python scripts/prepare_data.py --dataset opportunity
41
+ ```
42
+
43
+ ## 许可证
44
+
45
+ 请参考原始数据源的许可证要求。