Lulu2377 / HuGaDB

Database for human gait analysis consisting of continues recordings of combined activities, such as walking, running, taking stairs up and down, sitting down, and so on; and the data recorded are segmented and annotated. Data were collected from a body sensor network consisting of six wearable inertial sensors (accelerometer and gyroscope) located on the right and left thighs, shins, and feet. Additionally, two EMG sensors were used on the quadriceps (front thigh) to measure muscle activity.

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Relabeled dataset

The second version of the dataset contains more precisely labeled labels. The data has been re-labeled for the following activities: sitting, standing, sitting down, standing up.

HuGaDB

Database for human gait analysis consisting of continues recordings of combined activities, such as walking, running, taking stairs up and down, sitting down, and so on; and the data recorded are segmented and annotated. Data were collected from a body sensor network consisting of six wearable inertial sensors (accelerometer and gyroscope) located on the right and left thighs, shins, and feet. Additionally, two EMG sensors were used on the quadriceps (front thigh) to measure muscle activity.

Data Collection

The participants were performed a combination of activities, and data were recorded continually. For instance, a participant was instructed to perform the following activities: starting from a sitting position, sitting - standing up - walking - going up the stairs - walking - sitting down. The experimenter recorded the data using a laptop and annotated the data with the activities performed. This provided us a long, continuous sequence of segmented data annotated with activities. We developed our own data collector program. In total, 2,111,962 samples were collected from all the 18 participants, and they provided a total of 10 hours of data. Activities are dicribed in Table 1.

Table 1

ID Activity Time (s) Time (min) Percent Samples Description
1 Walking 11544 192 32.15 679073 Walking and turning at various speeds on a flat surface
2 Running 1218 20 3.39 71653 Running at various paces
3 Going up 2237 37 6.23 131604 Taking stairs up at various speeds
4 Going down 1982 33 5.52 116637 Taking the stairs down at various speeds and steps
5 Sitting 4111 68 11.45 241849 Sitting on a chair; sitting on the floor not included
6 Sitting down 409 6 1.14 24112 Sitting on a chair; sitting down on the floor not included
7 Standing up 380 6 1.06 22373 Standing up from a chair
8 Standing 5587 93 15.56 328655 Static standing on a solid surface
9 Bicycling 2661 44 7.41 156560 Typical bicycling
10 Up by elevator 1515 25 4.22 89144 Standing in an elevator while moving up
11 Down by elevator 1185 19 3.30 69729 Standing in an elevator while moving down
12 Sitting in car 3069 51 8.55 180573 Sitting while an travelling by car as a passenger
Total 35903 598 100.00 2111962

The data were collected from 18 participants. These participants were healthy young adults: 4 females and 14 males, average age of 23.67 (standard deviation [std]: 3.69) years, an average height of 179.06 (std: 9.85) cm, and an average weight of 73.44 (std: 16.67) kg. Characteristics of participants are shown in Table 2.

Table 2

id weight (kg) height (cm) age sex (M=Male, F=Female)
1 75 177 24 M
2 80 183 22 M
3 65 183 23 M
4 93 189 24 M
5 63 183 35 M
6 54 168 25 F
7 52 161 22 F
8 80 176 23 M
9 65 175 24 F
10 118 183 27 M
11 85 203 24 M
12 85 192 23 M
13 64 174 18 M
14 68 175 19 M
15 72 178 23 M
16 48 164 26 F
17 85 179 25 M
18 70 180 19 M

Sensors location

no image

Data format

The main data body of every file has 39 columns. Each column corresponds to a sensor, and one row corresponds to a sample. The order of the columns is fixed. The first 36 columns correspond to the inertial sensors, the next 2 columns correspond to the EMG sensors, and the last column contains the activity ID. Values of the gyroscopes and the accelerometers encoded by int_16 datatype. Values of the EMGs encoded by uint_8 datatype. The activities are coded as shown in Table 1. The inertial sensors are listed in the following order: right foot (RF), right shin (RS), right thigh (RT), left foot (LT), left shin (LS), and left thigh (LT), followed by right EMG (R) and left EMG (L). Each inertial sensor produces three acceleration data on x,y,z axes and three gyroscope data on x,y,z axes. For instance, the column named 'RT_acc_z' contains data obtained from the z-axis of accelerometer located on the right thigh.

Every file name was created according to the following template HGD_vX_ACT_PR_CNT.txt. Here is table with description of the file naming convention:

TAG Description Type Comment
HGD Prefix fixed Data files start with this prefix
vX Version number integer Indicates the version of the data format
ACT Activity string Indicates the type of activity
PR Participant ID integer Indicates the subject whos data was recorded
CNT Counter integer Counter for repeated experiments

For example, a file named HGD_v1_walking_17_02.txt, contains data from participant 17 while he was walking repeated for the second time. Each file contains header. Here is table with description of the data file header:

TAG Description Type Comment
#Activity List of the activities string lists the activity names in this file
#ActivityID List of the ID of activities list of integers lists the activity IDs in this file
#Date-Time Date and Time MM-DD-HR-MN Month-Day-Hour-Min format

Sensor Network Topology

In data collection, a 3-axis accelerometer, a 3-axis gyroscope and electromyography (EMG) sensors were used. One 3-axis accelerometer and one 3-axis gyroscope were integrated into a single chip and referred to as inertial sensor. In total, three pairs of inertial sensors and one pair of EMG sensors were installed on the right and left legs with elastic bands. A pair of inertial sensors was installed on the rectus femoris muscle 5 centimetres above the knee, a pair of sensors around the middle of the shinbone at the level where the calf ends, and a pair on the feet on the metatarsal bones. The EMG sensors were placed on vastus lateralis. EMG was connected to three electrodes on the skin. Between the two electrodes was taken the electric potential. In total, 38 signals were collected, 36 from the inertial sensors and 2 from the EMG sensors.

Data were collected with next sensors setting:

  • Range of the gyroscopes from -2000 to 2000 deg/sec.
  • Range of the accelerometers from -2g to 2g. Where g is gravity acceleration

Corrupted gyroscope data

Due to gyroscope issues, some data from gyroscopes has been corrupted. Some gyroscope data was amplified 10 times which led to clipping (see image below).

Open image

no image

Here is a table with a list of files with various activities which contain incorrect data.

Corrupted gyroscope data in files with various activities

File Right foot Left foot Right shank Left shank Right thigh Left thigh
HuGaDB_v1_various_03_00.txt Corrupted OK Corrupted OK Corrupted OK
HuGaDB_v1_various_03_01.txt Corrupted OK Corrupted OK Corrupted OK
HuGaDB_v1_various_03_02.txt Corrupted OK Corrupted OK Corrupted OK
HuGaDB_v1_various_03_03.txt Corrupted OK Corrupted OK Corrupted OK
HuGaDB_v1_various_03_04.txt Corrupted OK Corrupted OK Corrupted OK
HuGaDB_v1_various_03_05.txt Corrupted OK Corrupted OK Corrupted OK
HuGaDB_v1_various_03_06.txt Corrupted OK Corrupted OK Corrupted OK
HuGaDB_v1_various_03_07.txt Corrupted OK Corrupted OK Corrupted OK
HuGaDB_v1_various_03_08.txt Corrupted OK Corrupted OK Corrupted OK
HuGaDB_v1_various_03_09.txt Corrupted OK Corrupted OK Corrupted OK
HuGaDB_v1_various_03_10.txt Corrupted OK Corrupted OK Corrupted OK
HuGaDB_v1_various_03_11.txt Corrupted OK Corrupted OK Corrupted OK
HuGaDB_v1_various_03_12.txt Corrupted OK Corrupted OK Corrupted OK
HuGaDB_v1_various_03_13.txt Corrupted OK Corrupted OK Corrupted OK
HuGaDB_v1_various_03_14.txt Corrupted OK Corrupted OK Corrupted OK
HuGaDB_v1_various_03_15.txt Corrupted OK Corrupted OK Corrupted OK
HuGaDB_v1_various_03_16.txt Corrupted OK Corrupted OK Corrupted OK
HuGaDB_v1_various_03_17.txt Corrupted OK Corrupted OK Corrupted OK
HuGaDB_v1_various_03_18.txt Corrupted OK Corrupted OK Corrupted OK
HuGaDB_v1_various_03_19.txt Corrupted OK Corrupted OK Corrupted OK
HuGaDB_v1_various_03_20.txt Corrupted OK Corrupted OK Corrupted OK
HuGaDB_v1_various_03_21.txt Corrupted OK Corrupted OK Corrupted OK
HuGaDB_v1_various_03_22.txt Corrupted OK Corrupted OK Corrupted OK
HuGaDB_v1_various_03_23.txt Corrupted OK Corrupted OK Corrupted OK
HuGaDB_v1_various_03_24.txt Corrupted OK Corrupted OK Corrupted OK
HuGaDB_v1_various_04_00.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_04_01.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_04_02.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_04_03.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_04_04.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_04_05.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_04_06.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_04_07.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_04_08.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_04_09.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_04_10.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_04_11.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_04_12.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_04_13.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_04_14.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_04_15.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_04_16.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_04_17.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_04_18.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_04_19.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_05_00.txt Corrupted OK Corrupted OK OK OK
HuGaDB_v1_various_05_01.txt Corrupted Corrupted Corrupted OK OK OK
HuGaDB_v1_various_05_02.txt Corrupted Corrupted Corrupted OK OK OK
HuGaDB_v1_various_05_03.txt Corrupted Corrupted Corrupted OK OK OK
HuGaDB_v1_various_05_04.txt Corrupted Corrupted Corrupted OK OK OK
HuGaDB_v1_various_05_05.txt Corrupted Corrupted Corrupted OK OK OK
HuGaDB_v1_various_05_06.txt Corrupted Corrupted Corrupted OK OK OK
HuGaDB_v1_various_05_07.txt Corrupted Corrupted Corrupted OK OK OK
HuGaDB_v1_various_05_08.txt Corrupted Corrupted Corrupted OK OK OK
HuGaDB_v1_various_05_09.txt Corrupted Corrupted Corrupted OK OK OK
HuGaDB_v1_various_05_10.txt Corrupted Corrupted Corrupted OK OK OK
HuGaDB_v1_various_05_11.txt Corrupted Corrupted Corrupted OK OK OK
HuGaDB_v1_various_05_12.txt Corrupted Corrupted Corrupted OK OK OK
HuGaDB_v1_various_05_13.txt Corrupted Corrupted Corrupted OK OK OK
HuGaDB_v1_various_05_14.txt Corrupted Corrupted Corrupted OK OK OK
HuGaDB_v1_various_05_15.txt Corrupted Corrupted Corrupted OK OK OK
HuGaDB_v1_various_05_16.txt Corrupted Corrupted Corrupted OK OK OK
HuGaDB_v1_various_05_17.txt Corrupted Corrupted Corrupted OK OK OK
HuGaDB_v1_various_05_18.txt Corrupted Corrupted Corrupted OK OK OK
HuGaDB_v1_various_05_19.txt Corrupted Corrupted Corrupted OK OK OK
HuGaDB_v1_various_05_20.txt Corrupted Corrupted Corrupted OK OK OK
HuGaDB_v1_various_07_00.txt Corrupted OK Corrupted OK OK OK
HuGaDB_v1_various_07_01.txt Corrupted OK Corrupted OK OK OK
HuGaDB_v1_various_07_02.txt Corrupted OK Corrupted OK OK OK
HuGaDB_v1_various_07_03.txt Corrupted OK Corrupted OK OK OK
HuGaDB_v1_various_07_04.txt Corrupted OK Corrupted OK OK OK
HuGaDB_v1_various_07_05.txt Corrupted OK Corrupted OK OK OK
HuGaDB_v1_various_07_06.txt Corrupted OK Corrupted OK OK OK
HuGaDB_v1_various_07_07.txt Corrupted OK Corrupted OK OK OK
HuGaDB_v1_various_07_08.txt Corrupted OK Corrupted OK OK OK
HuGaDB_v1_various_07_09.txt Corrupted OK Corrupted OK OK OK
HuGaDB_v1_various_07_10.txt Corrupted OK Corrupted OK OK OK
HuGaDB_v1_various_07_11.txt Corrupted OK Corrupted OK OK OK
HuGaDB_v1_various_07_12.txt Corrupted OK Corrupted OK OK OK
HuGaDB_v1_various_07_13.txt Corrupted OK Corrupted OK OK OK
HuGaDB_v1_various_07_14.txt Corrupted OK Corrupted OK OK OK
HuGaDB_v1_various_07_15.txt Corrupted OK Corrupted OK OK OK
HuGaDB_v1_various_07_16.txt Corrupted OK Corrupted OK OK OK
HuGaDB_v1_various_07_17.txt Corrupted OK Corrupted OK OK OK
HuGaDB_v1_various_07_18.txt Corrupted OK Corrupted OK OK OK
HuGaDB_v1_various_07_19.txt Corrupted OK Corrupted OK OK OK
HuGaDB_v1_various_07_20.txt Corrupted OK Corrupted OK OK OK
HuGaDB_v1_various_07_21.txt Corrupted OK Corrupted OK OK OK
HuGaDB_v1_various_07_22.txt Corrupted OK Corrupted OK OK OK
HuGaDB_v1_various_07_23.txt Corrupted OK Corrupted OK OK OK
HuGaDB_v1_various_07_24.txt Corrupted OK Corrupted OK OK OK
HuGaDB_v1_various_09_00.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_09_01.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_09_02.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_09_03.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_09_04.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_09_05.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_09_06.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_09_07.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_09_08.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_09_13.txt OK Corrupted OK Corrupted OK Corrupted
HuGaDB_v1_various_09_14.txt OK Corrupted OK Corrupted OK Corrupted
HuGaDB_v1_various_09_15.txt OK Corrupted OK Corrupted OK Corrupted
HuGaDB_v1_various_09_16.txt OK Corrupted OK Corrupted OK Corrupted
HuGaDB_v1_various_09_17.txt OK Corrupted OK Corrupted OK Corrupted
HuGaDB_v1_various_09_18.txt OK Corrupted OK Corrupted OK Corrupted
HuGaDB_v1_various_09_19.txt OK Corrupted OK Corrupted OK Corrupted
HuGaDB_v1_various_09_20.txt OK Corrupted OK Corrupted OK Corrupted
HuGaDB_v1_various_11_04.txt OK Corrupted OK OK OK OK
HuGaDB_v1_various_11_05.txt OK Corrupted OK OK OK OK
HuGaDB_v1_various_11_06.txt OK Corrupted OK OK OK OK
HuGaDB_v1_various_11_07.txt OK Corrupted OK OK OK OK
HuGaDB_v1_various_11_08.txt OK Corrupted OK OK OK OK
HuGaDB_v1_various_11_09.txt OK Corrupted OK OK OK OK
HuGaDB_v1_various_11_10.txt OK Corrupted OK OK OK OK
HuGaDB_v1_various_11_11.txt OK Corrupted OK OK OK OK
HuGaDB_v1_various_11_12.txt OK Corrupted OK OK OK OK
HuGaDB_v1_various_11_13.txt OK Corrupted OK OK OK OK
HuGaDB_v1_various_11_14.txt OK Corrupted OK OK OK OK
HuGaDB_v1_various_11_15.txt OK Corrupted OK OK OK OK
HuGaDB_v1_various_11_16.txt OK Corrupted OK OK OK OK
HuGaDB_v1_various_11_17.txt OK Corrupted OK OK OK OK
HuGaDB_v1_various_11_18.txt OK Corrupted OK OK OK OK
HuGaDB_v1_various_11_19.txt OK Corrupted OK OK OK OK
HuGaDB_v1_various_11_20.txt OK Corrupted OK OK OK OK
HuGaDB_v1_various_12_00.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_12_01.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_12_02.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_12_03.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_12_04.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_12_05.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_12_06.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_12_07.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_12_08.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_12_09.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_12_11.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_12_10.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_12_12.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_12_13.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_12_14.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_12_15.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_12_16.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_12_17.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_12_18.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_13_07.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_13_08.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_13_09.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_13_11.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_13_10.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_13_12.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_13_13.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_13_14.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_13_15.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_13_16.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_13_17.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_13_18.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_13_19.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_13_20.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_13_21.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_13_22.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_13_23.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_13_24.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_14_00.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_14_01.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_14_02.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_14_03.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_14_04.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_14_05.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_14_06.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_14_07.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_14_08.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_14_09.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_14_11.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_14_10.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_14_12.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_14_13.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_14_14.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_14_15.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_14_16.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_14_17.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_14_18.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_14_19.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_14_20.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_14_21.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_15_00.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_15_01.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_15_02.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_15_03.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_15_04.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_15_05.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_15_06.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_15_07.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_15_08.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_15_09.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_15_11.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_16_00.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_16_01.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_16_02.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_16_03.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_16_04.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_16_05.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_16_06.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_16_07.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_16_08.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_16_09.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_16_11.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_16_10.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_16_12.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_16_13.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_16_14.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_16_15.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_16_16.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_16_17.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_16_18.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_16_19.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_17_00.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_17_01.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_17_02.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_17_04.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_17_05.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_17_06.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_17_07.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_17_08.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_17_09.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_17_10.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_17_11.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_17_12.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_17_13.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_17_14.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_17_15.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_17_16.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_17_17.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_17_18.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_17_19.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_17_20.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_17_21.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_17_22.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_17_23.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_various_18_00.txt Corrupted Corrupted Corrupted Corrupted OK Corrupted
HuGaDB_v1_various_18_01.txt Corrupted Corrupted Corrupted Corrupted OK Corrupted
HuGaDB_v1_various_18_02.txt Corrupted Corrupted Corrupted Corrupted OK Corrupted
HuGaDB_v1_various_18_03.txt Corrupted Corrupted Corrupted Corrupted OK Corrupted
HuGaDB_v1_various_18_04.txt Corrupted Corrupted Corrupted Corrupted OK Corrupted
HuGaDB_v1_various_18_05.txt Corrupted Corrupted Corrupted Corrupted OK Corrupted
HuGaDB_v1_various_18_06.txt Corrupted Corrupted Corrupted Corrupted OK Corrupted
HuGaDB_v1_various_18_07.txt Corrupted Corrupted Corrupted Corrupted OK Corrupted
HuGaDB_v1_various_18_08.txt Corrupted Corrupted Corrupted Corrupted OK Corrupted
HuGaDB_v1_various_18_09.txt Corrupted Corrupted Corrupted Corrupted OK Corrupted
HuGaDB_v1_various_18_11.txt Corrupted Corrupted Corrupted Corrupted OK Corrupted
HuGaDB_v1_various_18_10.txt Corrupted Corrupted Corrupted Corrupted OK Corrupted
HuGaDB_v1_various_18_12.txt Corrupted Corrupted Corrupted Corrupted OK Corrupted
HuGaDB_v1_various_18_13.txt Corrupted Corrupted Corrupted Corrupted OK Corrupted
HuGaDB_v1_various_18_14.txt Corrupted Corrupted Corrupted Corrupted OK Corrupted
HuGaDB_v1_various_18_15.txt Corrupted Corrupted Corrupted Corrupted OK Corrupted
HuGaDB_v1_various_18_16.txt Corrupted Corrupted Corrupted Corrupted OK Corrupted
HuGaDB_v1_running_03_00.txt Corrupted OK Corrupted OK Corrupted OK
HuGaDB_v1_running_03_01.txt Corrupted OK Corrupted OK Corrupted OK
HuGaDB_v1_running_07_00.txt Corrupted OK Corrupted OK OK OK
HuGaDB_v1_running_07_01.txt Corrupted OK Corrupted OK OK OK
HuGaDB_v1_running_07_02.txt Corrupted OK Corrupted OK OK OK
HuGaDB_v1_running_09_00.txt OK Corrupted OK Corrupted OK Corrupted
HuGaDB_v1_running_09_01.txt OK Corrupted OK Corrupted OK Corrupted
HuGaDB_v1_running_09_02.txt OK Corrupted OK Corrupted OK Corrupted
HuGaDB_v1_sitting_03_00.txt Corrupted OK OK OK Corrupted OK
HuGaDB_v1_sitting_03_01.txt Corrupted OK Corrupted OK Corrupted OK
HuGaDB_v1_sitting_03_02.txt Corrupted OK Corrupted OK Corrupted OK
HuGaDB_v1_sitting_03_03.txt Corrupted OK Corrupted OK Corrupted OK
HuGaDB_v1_sitting_04_00.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_sitting_04_01.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_sitting_04_02.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_sitting_05_00.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_sitting_05_01.txt OK Corrupted OK OK OK
HuGaDB_v1_sitting_06_04.txt Corrupted OK Corrupted OK OK Corrupted
HuGaDB_v1_sitting_07_01.txt Corrupted OK Corrupted OK OK OK
HuGaDB_v1_sitting_07_02.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_sitting_07_03.txt Corrupted OK Corrupted OK OK OK
HuGaDB_v1_sitting_07_04.txt Corrupted OK Corrupted OK OK OK
HuGaDB_v1_sitting_08_00.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_sitting_09_00.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_sitting_09_01.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_sitting_09_02.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_sitting_09_03.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_sitting_10_00.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_sitting_10_04.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_sitting_11_00.txt OK Corrupted OK OK OK OK
HuGaDB_v1_sitting_11_01.txt OK Corrupted OK Corrupted Corrupted Corrupted
HuGaDB_v1_sitting_11_02.txt OK Corrupted OK OK OK OK
HuGaDB_v1_sitting_11_03.txt OK Corrupted Corrupted OK Corrupted Corrupted
HuGaDB_v1_sitting_12_00.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_sitting_12_01.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_sitting_12_02.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_sitting_12_03.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_sitting_13_00.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_sitting_13_01.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_sitting_13_02.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_sitting_13_03.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_sitting_13_04.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_sitting_13_05.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_sitting_13_06.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_sitting_14_00.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_sitting_14_01.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_sitting_14_02.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_sitting_14_03.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_sitting_15_00.txt Corrupted Corrupted OK Corrupted Corrupted Corrupted
HuGaDB_v1_sitting_15_01.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_sitting_15_02.txt Corrupted Corrupted OK Corrupted Corrupted Corrupted
HuGaDB_v1_sitting_15_03.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_sitting_16_00.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_sitting_16_01.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_sitting_16_02.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_sitting_16_03.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_sitting_16_04.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_sitting_16_05.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_sitting_17_00.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_sitting_17_01.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_sitting_17_02.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_sitting_17_03.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_sitting_17_04.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_sitting_17_05.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_sitting_17_06.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_sitting_18_00.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_sitting_18_01.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_sitting_18_02.txt Corrupted Corrupted Corrupted Corrupted OK Corrupted
HuGaDB_v1_sitting_18_03.txt Corrupted Corrupted Corrupted Corrupted OK Corrupted
HuGaDB_v1_sitting_in_car_01_00.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_sitting_in_car_01_01.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_sitting_in_car_01_02.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_sitting_in_car_01_03.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_sitting_in_car_01_04.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_sitting_in_car_01_05.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_sitting_in_car_01_06.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_sitting_in_car_01_08.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_sitting_in_car_01_09.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_sitting_in_car_01_10.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_sitting_in_car_01_11.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_sitting_in_car_01_12.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_sitting_in_car_01_13.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_sitting_in_car_01_14.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_standing_01_00.txt OK OK Corrupted OK Corrupted Corrupted
HuGaDB_v1_standing_01_03.txt OK Corrupted OK OK OK OK
HuGaDB_v1_standing_03_00.txt Corrupted OK Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_standing_04_00.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_standing_04_01.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_standing_04_02.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_standing_04_03.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_standing_05_00.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_standing_05_01.txt Corrupted Corrupted Corrupted OK OK OK
HuGaDB_v1_standing_06_00.txt OK OK OK OK Corrupted Corrupted
HuGaDB_v1_standing_07_00.txt Corrupted OK Corrupted OK Corrupted OK
HuGaDB_v1_standing_07_01.txt OK OK OK OK Corrupted Corrupted
HuGaDB_v1_standing_07_03.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_standing_08_00.txt OK OK OK OK Corrupted Corrupted
HuGaDB_v1_standing_08_01.txt OK OK OK OK Corrupted Corrupted
HuGaDB_v1_standing_08_02.txt OK OK Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_standing_08_03.txt Corrupted OK OK Corrupted Corrupted Corrupted
HuGaDB_v1_standing_09_00.txt OK Corrupted OK Corrupted OK Corrupted
HuGaDB_v1_standing_09_01.txt OK Corrupted OK Corrupted OK Corrupted
HuGaDB_v1_standing_09_02.txt OK Corrupted OK Corrupted OK Corrupted
HuGaDB_v1_standing_09_03.txt OK Corrupted OK Corrupted OK Corrupted
HuGaDB_v1_standing_09_04.txt OK Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_standing_10_01.txt OK OK Corrupted Corrupted Corrupted OK
HuGaDB_v1_standing_10_03.txt OK OK Corrupted OK OK OK
HuGaDB_v1_standing_11_00.txt OK Corrupted OK OK Corrupted Corrupted
HuGaDB_v1_standing_11_01.txt OK Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_standing_11_02.txt OK Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_standing_11_03.txt OK Corrupted OK Corrupted Corrupted Corrupted
HuGaDB_v1_standing_11_04.txt OK Corrupted OK OK OK Corrupted
HuGaDB_v1_standing_12_00.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_standing_12_01.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_standing_12_02.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_standing_12_03.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_standing_12_04.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_standing_13_00.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_standing_13_01.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_standing_13_02.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_standing_13_03.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_standing_15_00.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_standing_15_01.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_standing_15_02.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_standing_15_03.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_standing_15_04.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_standing_16_00.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_standing_16_01.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_standing_16_02.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_standing_16_03.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_standing_16_04.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_standing_17_00.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_standing_17_01.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_standing_17_02.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_standing_17_03.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_standing_18_00.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_standing_18_01.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_standing_18_02.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_standing_18_03.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_standing_18_04.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_walking_03_00.txt Corrupted OK Corrupted OK Corrupted OK
HuGaDB_v1_walking_03_01.txt Corrupted OK Corrupted OK Corrupted OK
HuGaDB_v1_walking_04_00.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_walking_04_01.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_walking_04_02.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_walking_04_03.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_walking_04_04.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_walking_04_05.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_walking_05_00.txt Corrupted Corrupted Corrupted OK OK OK
HuGaDB_v1_walking_05_01.txt Corrupted Corrupted Corrupted OK OK OK
HuGaDB_v1_walking_05_02.txt Corrupted Corrupted Corrupted OK OK OK
HuGaDB_v1_walking_05_03.txt Corrupted Corrupted Corrupted OK OK OK
HuGaDB_v1_walking_06_03.txt OK OK OK OK Corrupted OK
HuGaDB_v1_walking_06_05.txt OK OK OK OK Corrupted OK
HuGaDB_v1_walking_07_00.txt Corrupted OK Corrupted OK OK OK
HuGaDB_v1_walking_07_01.txt Corrupted OK Corrupted OK OK OK
HuGaDB_v1_walking_07_02.txt Corrupted OK Corrupted OK OK OK
HuGaDB_v1_walking_07_03.txt Corrupted OK Corrupted OK OK OK
HuGaDB_v1_walking_07_04.txt Corrupted OK Corrupted OK OK OK
HuGaDB_v1_walking_09_00.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_walking_09_01.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_walking_09_02.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_walking_09_03.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_walking_11_00.txt OK Corrupted OK OK OK OK
HuGaDB_v1_walking_11_01.txt OK Corrupted OK OK OK OK
HuGaDB_v1_walking_11_02.txt OK Corrupted OK OK OK OK
HuGaDB_v1_walking_11_03.txt OK Corrupted OK OK OK OK
HuGaDB_v1_walking_12_00.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_walking_12_01.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_walking_12_02.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_walking_12_03.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_walking_12_04.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_walking_12_05.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_walking_12_06.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_walking_13_00.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_walking_13_01.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_walking_13_02.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_walking_13_03.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_walking_14_00.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_walking_14_01.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_walking_14_02.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_walking_14_03.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_walking_14_04.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_walking_15_00.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_walking_15_01.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_walking_15_02.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_walking_15_03.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_walking_15_04.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_walking_15_05.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_walking_15_06.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_walking_15_07.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_walking_15_08.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_walking_15_09.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_walking_15_10.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_walking_16_00.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_walking_16_01.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_walking_16_02.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_walking_16_03.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_walking_16_04.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_walking_17_00.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_walking_17_01.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_walking_17_02.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_walking_17_03.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_walking_17_04.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_walking_17_05.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_walking_17_06.txt Corrupted Corrupted Corrupted Corrupted Corrupted Corrupted
HuGaDB_v1_walking_18_00.txt Corrupted Corrupted Corrupted Corrupted OK Corrupted
HuGaDB_v1_walking_18_01.txt Corrupted Corrupted Corrupted Corrupted OK Corrupted
HuGaDB_v1_walking_18_02.txt Corrupted Corrupted Corrupted Corrupted OK Corrupted
HuGaDB_v1_walking_18_03.txt Corrupted Corrupted Corrupted Corrupted OK Corrupted

HuGaDB scripts

  • loadDataFromFile.m - contains Matlab function for downloading data from HuGaDB text file
  • load_HuGaDB_file.py - contains Python function for downloading data from HuGaDB text file
  • create_db.py - Python script that creates SQLite database from HuGaDB text files.

SQLite database contains two tables 'files' and 'data'. 'Files' table contains two columns: id, filename. 'Data' table contains 42 columns: id, file_id, timestamp and data features. 'File_id' contains id of file from which data were loaded.

To use this script type: python create_db.py path_to_HuGaDB_folder [dbname]

Parameter in square brackets indicating the database name is optional. Default: dbname=HuGaDB

Citation

Database is described in this paper: https://link.springer.com/chapter/10.1007/978-3-319-73013-4_12

If you use HuGaDB in your research and would like to cite HuGaDB you can use: Chereshnev R., Kertész-Farkas A. (2018) HuGaDB: Human Gait Database for Activity Recognition from Wearable Inertial Sensor Networks. In: van der Aalst W. et al. (eds) Analysis of Images, Social Networks and Texts. AIST 2017. Lecture Notes in Computer Science, vol 10716. Springer, Cham

In Bibtex format: @inproceedings{chereshnev2017hugadb, title={HuGaDB: Human Gait Database for Activity Recognition from Wearable Inertial Sensor Networks}, author={Chereshnev, Roman and Kert{'e}sz-Farkas, Attila}, booktitle={International Conference on Analysis of Images, Social Networks and Texts}, pages={131--141}, year={2017}, organization={Springer} }

About

Database for human gait analysis consisting of continues recordings of combined activities, such as walking, running, taking stairs up and down, sitting down, and so on; and the data recorded are segmented and annotated. Data were collected from a body sensor network consisting of six wearable inertial sensors (accelerometer and gyroscope) located on the right and left thighs, shins, and feet. Additionally, two EMG sensors were used on the quadriceps (front thigh) to measure muscle activity.


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Language:Python 96.4%Language:MATLAB 3.6%