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Datasets:
xyz1901901
/
patientcare

Tasks:
Video Classification
Modalities:
Text
Video
Formats:
csv
Sub-tasks:
multi-class-image-classification
Languages:
English
Size:
10K - 100K
Tags:
patient-care
healthcare
hospital
activity-recognition
Synthetic
real-life
Libraries:
Datasets
pandas
Polars
License:
Dataset card Data Studio Files
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 Community
1
Avinash Gyawali commited on
Commit
7eb24f8
·
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1 Parent(s): 1b97861

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Files changed (11) hide show
  1. reallife_poses_across_frames.pkl +3 -0
  2. reallife_poses_per_frame.pkl +3 -0
  3. synthetic_pose_across_frames.pkl +3 -0
  4. synthetic_pose_perframe.pkl +3 -0
  5. videos_real_split1000.txt +0 -0
  6. videos_real_split200.txt +200 -0
  7. videos_real_test_split.txt +20 -0
  8. videos_real_train_split.txt +180 -0
  9. videos_synthetic&real_train.txt +0 -0
  10. videos_synthetic_test.txt +0 -0
  11. videos_synthetic_train.txt +0 -0
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videos_real_split1000.txt ADDED
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videos_real_split200.txt ADDED
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137
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/13_walking_with_normal_gait_real/13_007.mp4 266 12
138
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/13_walking_with_normal_gait_real/13_008.mp4 193 12
139
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/13_walking_with_normal_gait_real/13_009.mp4 216 12
140
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/13_walking_with_normal_gait_real/13_010.mp4 234 12
141
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/13_walking_with_normal_gait_real/13_011.mp4 63 12
142
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/13_walking_with_normal_gait_real/13_012.mp4 50 12
143
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/13_walking_with_normal_gait_real/13_013.mp4 58 12
144
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/13_walking_with_normal_gait_real/13_014.mp4 75 12
145
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/13_walking_with_normal_gait_real/13_015.mp4 79 12
146
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/13_walking_with_normal_gait_real/13_016.mp4 107 12
147
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/13_walking_with_normal_gait_real/13_017.mp4 87 12
148
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/13_walking_with_normal_gait_real/13_018.mp4 74 12
149
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/13_walking_with_normal_gait_real/13_019.mp4 110 12
150
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/13_walking_with_normal_gait_real/13_020.mp4 109 12
151
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/13_walking_with_normal_gait_real/13_021.mp4 83 12
152
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/13_walking_with_normal_gait_real/13_022.mp4 34 12
153
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/13_walking_with_normal_gait_real/13_023.mp4 71 12
154
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/13_walking_with_normal_gait_real/13_024.mp4 92 12
155
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/13_walking_with_normal_gait_real/13_025.mp4 91 12
156
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/13_walking_with_normal_gait_real/13_026.mp4 63 12
157
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/13_walking_with_normal_gait_real/13_027.mp4 33 12
158
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/13_walking_with_normal_gait_real/13_028.mp4 94 12
159
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/13_walking_with_normal_gait_real/13_029.mp4 64 12
160
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/13_walking_with_normal_gait_real/13_030.mp4 32 12
161
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/15_nausea_vomiting_real/15_001.mp4 96 14
162
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/15_nausea_vomiting_real/15_002.mp4 83 14
163
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/15_nausea_vomiting_real/15_003.mp4 127 14
164
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/15_nausea_vomiting_real/15_004.mp4 106 14
165
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/15_nausea_vomiting_real/15_005.mp4 88 14
166
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/15_nausea_vomiting_real/15_006.mp4 89 14
167
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/15_nausea_vomiting_real/15_007.mp4 81 14
168
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/15_nausea_vomiting_real/15_008.mp4 83 14
169
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/15_nausea_vomiting_real/15_009.mp4 108 14
170
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/15_nausea_vomiting_real/15_010.mp4 77 14
171
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/17_patient_chest_distress_real/17_001.mp4 82 16
172
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/17_patient_chest_distress_real/17_002.mp4 102 16
173
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/17_patient_chest_distress_real/17_003.mp4 106 16
174
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/17_patient_chest_distress_real/17_004.mp4 96 16
175
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/17_patient_chest_distress_real/17_005.mp4 106 16
176
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/17_patient_chest_distress_real/17_006.mp4 98 16
177
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/17_patient_chest_distress_real/17_007.mp4 69 16
178
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/17_patient_chest_distress_real/17_008.mp4 79 16
179
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/17_patient_chest_distress_real/17_009.mp4 77 16
180
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/17_patient_chest_distress_real/17_010.mp4 66 16
181
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/21_headache_distress_real/21_001.mp4 96 20
182
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/21_headache_distress_real/21_002.mp4 92 20
183
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/21_headache_distress_real/21_003.mp4 76 20
184
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/21_headache_distress_real/21_004.mp4 86 20
185
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/21_headache_distress_real/21_005.mp4 82 20
186
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/21_headache_distress_real/21_006.mp4 105 20
187
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/21_headache_distress_real/21_007.mp4 93 20
188
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/21_headache_distress_real/21_008.mp4 79 20
189
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/21_headache_distress_real/21_009.mp4 67 20
190
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/21_headache_distress_real/21_010.mp4 87 20
191
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/22_gesturing_hand_waving_real/22_001.mp4 67 21
192
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/22_gesturing_hand_waving_real/22_002.mp4 72 21
193
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/22_gesturing_hand_waving_real/22_003.mp4 60 21
194
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/22_gesturing_hand_waving_real/22_004.mp4 62 21
195
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/22_gesturing_hand_waving_real/22_005.mp4 83 21
196
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/22_gesturing_hand_waving_real/22_006.mp4 93 21
197
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/22_gesturing_hand_waving_real/22_007.mp4 81 21
198
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/22_gesturing_hand_waving_real/22_008.mp4 65 21
199
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/22_gesturing_hand_waving_real/22_009.mp4 62 21
200
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/22_gesturing_hand_waving_real/22_010.mp4 82 21
videos_real_test_split.txt ADDED
@@ -0,0 +1,20 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/02_standing_up_from_bed_real/02_010.mp4 18 1
2
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/02_standing_up_from_bed_real/02_020.mp4 107 1
3
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/02_standing_up_from_bed_real/02_030.mp4 42 1
4
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/11_patient_involuntary_movements_real/11_010.mp4 300 10
5
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/13_walking_with_normal_gait_real/13_010.mp4 234 12
6
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/13_walking_with_normal_gait_real/13_020.mp4 109 12
7
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/13_walking_with_normal_gait_real/13_030.mp4 32 12
8
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/15_nausea_vomiting_real/15_010.mp4 77 14
9
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/17_patient_chest_distress_real/17_010.mp4 66 16
10
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/03_fall_from_standing_real/03_010.mp4 212 2
11
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/21_headache_distress_real/21_010.mp4 87 20
12
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/22_gesturing_hand_waving_real/22_010.mp4 82 21
13
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/06_eating_food_with_tray_real/06_010.mp4 45 5
14
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/06_eating_food_with_tray_real/06_020.mp4 45 5
15
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/06_eating_food_with_tray_real/06_030.mp4 102 5
16
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/07_taking_medicine_real/07_010.mp4 80 6
17
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/07_taking_medicine_real/07_020.mp4 99 6
18
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/07_taking_medicine_real/07_030.mp4 89 6
19
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/07_taking_medicine_real/07_040.mp4 119 6
20
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/08_walking_with_walker_real/08_010.mp4 71 7
videos_real_train_split.txt ADDED
@@ -0,0 +1,180 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/02_standing_up_from_bed_real/02_001.mp4 34 1
2
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/02_standing_up_from_bed_real/02_002.mp4 17 1
3
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/02_standing_up_from_bed_real/02_003.mp4 25 1
4
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/02_standing_up_from_bed_real/02_004.mp4 40 1
5
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/02_standing_up_from_bed_real/02_005.mp4 43 1
6
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/02_standing_up_from_bed_real/02_006.mp4 35 1
7
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/02_standing_up_from_bed_real/02_007.mp4 4 1
8
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/02_standing_up_from_bed_real/02_008.mp4 33 1
9
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/02_standing_up_from_bed_real/02_009.mp4 32 1
10
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/02_standing_up_from_bed_real/02_011.mp4 29 1
11
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/02_standing_up_from_bed_real/02_012.mp4 23 1
12
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/02_standing_up_from_bed_real/02_013.mp4 17 1
13
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/02_standing_up_from_bed_real/02_014.mp4 20 1
14
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/02_standing_up_from_bed_real/02_015.mp4 32 1
15
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/02_standing_up_from_bed_real/02_016.mp4 175 1
16
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/02_standing_up_from_bed_real/02_017.mp4 31 1
17
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/02_standing_up_from_bed_real/02_018.mp4 39 1
18
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/02_standing_up_from_bed_real/02_019.mp4 34 1
19
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/02_standing_up_from_bed_real/02_021.mp4 35 1
20
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/02_standing_up_from_bed_real/02_022.mp4 35 1
21
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/02_standing_up_from_bed_real/02_023.mp4 99 1
22
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/02_standing_up_from_bed_real/02_024.mp4 56 1
23
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/02_standing_up_from_bed_real/02_025.mp4 31 1
24
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/02_standing_up_from_bed_real/02_026.mp4 35 1
25
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/02_standing_up_from_bed_real/02_027.mp4 43 1
26
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/02_standing_up_from_bed_real/02_028.mp4 43 1
27
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/02_standing_up_from_bed_real/02_029.mp4 33 1
28
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/11_patient_involuntary_movements_real/11_001.mp4 370 10
29
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/11_patient_involuntary_movements_real/11_002.mp4 300 10
30
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/11_patient_involuntary_movements_real/11_003.mp4 300 10
31
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/11_patient_involuntary_movements_real/11_004.mp4 300 10
32
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/11_patient_involuntary_movements_real/11_005.mp4 300 10
33
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/11_patient_involuntary_movements_real/11_006.mp4 300 10
34
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/11_patient_involuntary_movements_real/11_007.mp4 300 10
35
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/11_patient_involuntary_movements_real/11_008.mp4 300 10
36
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/11_patient_involuntary_movements_real/11_009.mp4 300 10
37
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/13_walking_with_normal_gait_real/13_001.mp4 242 12
38
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/13_walking_with_normal_gait_real/13_002.mp4 224 12
39
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/13_walking_with_normal_gait_real/13_003.mp4 244 12
40
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/13_walking_with_normal_gait_real/13_004.mp4 176 12
41
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/13_walking_with_normal_gait_real/13_005.mp4 240 12
42
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/13_walking_with_normal_gait_real/13_006.mp4 226 12
43
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/13_walking_with_normal_gait_real/13_007.mp4 266 12
44
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/13_walking_with_normal_gait_real/13_008.mp4 193 12
45
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/13_walking_with_normal_gait_real/13_009.mp4 216 12
46
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/13_walking_with_normal_gait_real/13_011.mp4 63 12
47
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/13_walking_with_normal_gait_real/13_012.mp4 50 12
48
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/13_walking_with_normal_gait_real/13_013.mp4 58 12
49
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/13_walking_with_normal_gait_real/13_014.mp4 75 12
50
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/13_walking_with_normal_gait_real/13_015.mp4 79 12
51
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/13_walking_with_normal_gait_real/13_016.mp4 107 12
52
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/13_walking_with_normal_gait_real/13_017.mp4 87 12
53
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/13_walking_with_normal_gait_real/13_018.mp4 74 12
54
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/13_walking_with_normal_gait_real/13_019.mp4 110 12
55
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/13_walking_with_normal_gait_real/13_021.mp4 83 12
56
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/13_walking_with_normal_gait_real/13_022.mp4 34 12
57
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/13_walking_with_normal_gait_real/13_023.mp4 71 12
58
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/13_walking_with_normal_gait_real/13_024.mp4 92 12
59
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/13_walking_with_normal_gait_real/13_025.mp4 91 12
60
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/13_walking_with_normal_gait_real/13_026.mp4 63 12
61
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/13_walking_with_normal_gait_real/13_027.mp4 33 12
62
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/13_walking_with_normal_gait_real/13_028.mp4 94 12
63
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/13_walking_with_normal_gait_real/13_029.mp4 64 12
64
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/15_nausea_vomiting_real/15_001.mp4 96 14
65
+ /mnt/SSD2/synthetic_patient_output/patient_care_videos/reallife/15_nausea_vomiting_real/15_002.mp4 83 14
66
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172
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videos_synthetic&real_train.txt ADDED
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videos_synthetic_test.txt ADDED
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videos_synthetic_train.txt ADDED
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