Datasets:
Tasks:
Video Classification
Formats:
csv
Sub-tasks:
multi-class-image-classification
Languages:
English
Size:
10K - 100K
License:
Avinash Gyawali commited on
Add files using upload-large-folder tool
Browse files- action_descriptions.json +25 -0
- annotations.json +189 -0
- dataset_summary.json +104 -0
- reallife/20_bedside_self_directed_exercise_real/20_023.mp4 +3 -0
- reallife/20_bedside_self_directed_exercise_real/20_026.mp4 +3 -0
- reallife/22_gesturing_hand_waving_real/22_001.mp4 +3 -0
- reallife/22_gesturing_hand_waving_real/22_002.mp4 +3 -0
- reallife/22_gesturing_hand_waving_real/22_003.mp4 +3 -0
- reallife/22_gesturing_hand_waving_real/22_004.mp4 +3 -0
- reallife/22_gesturing_hand_waving_real/22_006.mp4 +3 -0
- reallife/22_gesturing_hand_waving_real/22_007.mp4 +3 -0
- reallife/22_gesturing_hand_waving_real/22_008.mp4 +3 -0
- reallife/22_gesturing_hand_waving_real/22_009.mp4 +3 -0
- reallife/22_gesturing_hand_waving_real/22_010.mp4 +3 -0
- reallife/22_gesturing_hand_waving_real/22_011.mp4 +3 -0
- reallife/22_gesturing_hand_waving_real/22_012.mp4 +3 -0
- reallife/22_gesturing_hand_waving_real/22_013.mp4 +3 -0
- reallife/22_gesturing_hand_waving_real/22_014.mp4 +3 -0
- reallife/22_gesturing_hand_waving_real/22_015.mp4 +3 -0
- reallife/22_gesturing_hand_waving_real/22_017.mp4 +3 -0
- reallife/22_gesturing_hand_waving_real/22_018.mp4 +3 -0
- reallife/22_gesturing_hand_waving_real/22_019.mp4 +3 -0
- reallife/22_gesturing_hand_waving_real/22_020.mp4 +3 -0
- reallife/22_gesturing_hand_waving_real/22_021.mp4 +3 -0
- reallife/22_gesturing_hand_waving_real/22_022.mp4 +3 -0
- reallife/22_gesturing_hand_waving_real/22_023.mp4 +3 -0
- reallife/22_gesturing_hand_waving_real/22_024.mp4 +3 -0
- reallife/22_gesturing_hand_waving_real/22_025.mp4 +3 -0
- reallife/22_gesturing_hand_waving_real/22_026.mp4 +3 -0
- reallife/22_gesturing_hand_waving_real/22_027.mp4 +3 -0
- reallife/22_gesturing_hand_waving_real/22_028.mp4 +3 -0
- reallife/22_gesturing_hand_waving_real/22_029.mp4 +3 -0
- reallife/22_gesturing_hand_waving_real/22_030.mp4 +3 -0
- reallife/22_gesturing_hand_waving_real/22_031.mp4 +3 -0
- reallife/22_gesturing_hand_waving_real/22_032.mp4 +3 -0
- reallife/22_gesturing_hand_waving_real/22_034.mp4 +3 -0
- reallife/22_gesturing_hand_waving_real/22_035.mp4 +3 -0
- reallife/22_gesturing_hand_waving_real/22_036.mp4 +3 -0
- reallife/22_gesturing_hand_waving_real/22_037.mp4 +3 -0
- reallife/22_gesturing_hand_waving_real/22_038.mp4 +3 -0
- reallife/22_gesturing_hand_waving_real/22_039.mp4 +3 -0
- reallife/22_gesturing_hand_waving_real/22_040.mp4 +3 -0
- reallife/22_gesturing_hand_waving_real/22_041.mp4 +3 -0
- reallife/22_gesturing_hand_waving_real/22_042.mp4 +3 -0
- reallife/22_gesturing_hand_waving_real/22_043.mp4 +3 -0
- reallife/22_gesturing_hand_waving_real/22_044.mp4 +3 -0
- reallife/22_gesturing_hand_waving_real/22_045.mp4 +3 -0
- reallife/22_gesturing_hand_waving_real/22_046.mp4 +3 -0
- reallife/22_gesturing_hand_waving_real/22_047.mp4 +3 -0
- reallife/22_gesturing_hand_waving_real/22_048.mp4 +3 -0
action_descriptions.json
ADDED
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{
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"01_patient_lying_on_bed": "Patient resting flat or on their side on a hospital bed.",
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| 3 |
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"02_standing_up_from_bed": "Patient transitioning from lying or sitting to a standing position.",
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| 4 |
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"03_fall_from_standing": "Patient losing balance and falling from a standing position.",
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| 5 |
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"04_patient_sitting_up_from_bed": "Patient moving from a flat lying position to sitting upright in bed.",
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| 6 |
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"05_persistent_coughing": "Patient exhibiting repeated or prolonged coughing episodes.",
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| 7 |
+
"06_eating_food_with_tray": "Patient eating food from a hospital meal tray.",
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| 8 |
+
"07_taking_medicine": "Patient taking oral medication, typically with water.",
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| 9 |
+
"08_walking_with_walker": "Patient ambulating using a walker or other mobility aid.",
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| 10 |
+
"09_removing_oxygen_equipment": "Patient removing oxygen mask or nasal cannula from their face.",
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| 11 |
+
"10_choking_on_food": "Patient showing signs of airway obstruction or choking while eating.",
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| 12 |
+
"11_patient_involuntary_movements": "Patient exhibiting uncontrolled, seizure-like full-body movements.",
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| 13 |
+
"12_tampering_iv_lines_catheter": "Patient touching, pulling, or tampering with IV lines or catheter.",
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| 14 |
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"13_walking_with_normal_gait": "Patient walking independently with a steady, normal gait.",
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| 15 |
+
"14_wheelchair_seated": "Patient seated stationary or being moved in a wheelchair.",
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| 16 |
+
"15_nausea_vomiting": "Patient showing signs of nausea, retching, or vomiting.",
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| 17 |
+
"16_walking_abnormal_gait": "Patient walking with an irregular, limping, or unsteady gait.",
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| 18 |
+
"17_patient_chest_distress": "Patient clutching chest or showing signs of chest pain or distress.",
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| 19 |
+
"18_scratching_body": "Patient scratching skin on arms, legs, or other body areas.",
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| 20 |
+
"19_using_phone_tablet": "Patient interacting with a smartphone or tablet device.",
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| 21 |
+
"20_bedside_self_directed_exercise": "Patient performing self-initiated physical exercises beside the bed.",
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| 22 |
+
"21_headache_distress": "Patient holding or clutching head, indicating headache or head pain.",
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| 23 |
+
"22_gesturing_hand_waving": "Patient making deliberate hand gestures or waving motions.",
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| 24 |
+
"23_covering_face_with_hands": "Patient covering face with one or both hands."
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| 25 |
+
}
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annotations.json
ADDED
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@@ -0,0 +1,189 @@
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| 1 |
+
{
|
| 2 |
+
"action_id_map": {
|
| 3 |
+
"01_patient_lying_on_bed": 1,
|
| 4 |
+
"02_standing_up_from_bed": 2,
|
| 5 |
+
"03_fall_from_standing": 3,
|
| 6 |
+
"04_patient_sitting_up_from_bed": 4,
|
| 7 |
+
"05_persistent_coughing": 5,
|
| 8 |
+
"06_eating_food_with_tray": 6,
|
| 9 |
+
"07_taking_medicine": 7,
|
| 10 |
+
"08_walking_with_walker": 8,
|
| 11 |
+
"09_removing_oxygen_equipment": 9,
|
| 12 |
+
"10_choking_on_food": 10,
|
| 13 |
+
"11_patient_involuntary_movements": 11,
|
| 14 |
+
"12_tampering_iv_lines_catheter": 12,
|
| 15 |
+
"13_walking_with_normal_gait": 13,
|
| 16 |
+
"14_wheelchair_seated": 14,
|
| 17 |
+
"15_nausea_vomiting": 15,
|
| 18 |
+
"16_walking_abnormal_gait": 16,
|
| 19 |
+
"17_patient_chest_distress": 17,
|
| 20 |
+
"18_scratching_body": 18,
|
| 21 |
+
"19_using_phone_tablet": 19,
|
| 22 |
+
"20_bedside_self_directed_exercise": 20,
|
| 23 |
+
"21_headache_distress": 21,
|
| 24 |
+
"22_gesturing_hand_waving": 22,
|
| 25 |
+
"23_covering_face_with_hands": 23
|
| 26 |
+
},
|
| 27 |
+
"semantic_hierarchy": {
|
| 28 |
+
"Mobility": {
|
| 29 |
+
"fine_grained_classes": 6,
|
| 30 |
+
"total_videos": 654,
|
| 31 |
+
"classes": [
|
| 32 |
+
"13_walking_with_normal_gait",
|
| 33 |
+
"16_walking_abnormal_gait",
|
| 34 |
+
"08_walking_with_walker",
|
| 35 |
+
"02_standing_up_from_bed",
|
| 36 |
+
"04_patient_sitting_up_from_bed",
|
| 37 |
+
"03_fall_from_standing"
|
| 38 |
+
]
|
| 39 |
+
},
|
| 40 |
+
"Resting": {
|
| 41 |
+
"fine_grained_classes": 2,
|
| 42 |
+
"total_videos": 713,
|
| 43 |
+
"classes": [
|
| 44 |
+
"01_patient_lying_on_bed",
|
| 45 |
+
"14_wheelchair_seated"
|
| 46 |
+
]
|
| 47 |
+
},
|
| 48 |
+
"Feeding": {
|
| 49 |
+
"fine_grained_classes": 3,
|
| 50 |
+
"total_videos": 405,
|
| 51 |
+
"classes": [
|
| 52 |
+
"06_eating_food_with_tray",
|
| 53 |
+
"07_taking_medicine",
|
| 54 |
+
"10_choking_on_food"
|
| 55 |
+
]
|
| 56 |
+
},
|
| 57 |
+
"Distress_Pain": {
|
| 58 |
+
"fine_grained_classes": 3,
|
| 59 |
+
"total_videos": 604,
|
| 60 |
+
"classes": [
|
| 61 |
+
"11_patient_involuntary_movements ",
|
| 62 |
+
"17_patient_chest_distress",
|
| 63 |
+
"21_headache_distress",
|
| 64 |
+
"15_nausea_vomiting"
|
| 65 |
+
]
|
| 66 |
+
},
|
| 67 |
+
"Hand_Upper_Body_Activity": {
|
| 68 |
+
"fine_grained_classes": 6,
|
| 69 |
+
"total_videos": 677,
|
| 70 |
+
"classes": [
|
| 71 |
+
"18_scratching_body",
|
| 72 |
+
"22_gesturing_hand_waving",
|
| 73 |
+
"23_covering_face_with_hands",
|
| 74 |
+
"19_using_phone_tablet",
|
| 75 |
+
"20_bedside_self_directed_exercise",
|
| 76 |
+
"05_persistent_coughing"
|
| 77 |
+
]
|
| 78 |
+
},
|
| 79 |
+
"Equipment_Interference": {
|
| 80 |
+
"fine_grained_classes": 2,
|
| 81 |
+
"total_videos": 391,
|
| 82 |
+
"classes": [
|
| 83 |
+
"09_removing_oxygen_equipment",
|
| 84 |
+
"12_tampering_iv_lines_catheter"
|
| 85 |
+
]
|
| 86 |
+
}
|
| 87 |
+
},
|
| 88 |
+
"real_life_splits": {
|
| 89 |
+
"note": "Non-overlapping proportional splits of real_life_test_set. Classes 09, 10, 12 excluded (no real videos).",
|
| 90 |
+
"unseen_classes": [
|
| 91 |
+
"05_persistent_coughing_real",
|
| 92 |
+
"18_scratching_body_real",
|
| 93 |
+
"23_covering_face_with_hands_real"
|
| 94 |
+
],
|
| 95 |
+
"split1000": {
|
| 96 |
+
"total_videos": 1002,
|
| 97 |
+
"folder": "real_life_test_set/split1000",
|
| 98 |
+
"per_class": {
|
| 99 |
+
"01_patient_lying_on_bed_real": 9,
|
| 100 |
+
"02_standing_up_from_bed_real": 146,
|
| 101 |
+
"03_fall_from_standing_real": 35,
|
| 102 |
+
"04_patient_sitting_up_from_bed_real": 14,
|
| 103 |
+
"05_persistent_coughing_real": 9,
|
| 104 |
+
"06_eating_food_with_tray_real": 125,
|
| 105 |
+
"07_taking_medicine_real": 161,
|
| 106 |
+
"08_walking_with_walker_real": 64,
|
| 107 |
+
"11_patient_involuntary_movements_real": 41,
|
| 108 |
+
"13_walking_with_normal_gait_real": 146,
|
| 109 |
+
"14_wheelchair_seated_real": 16,
|
| 110 |
+
"15_nausea_vomiting_real": 40,
|
| 111 |
+
"16_walking_abnormal_gait_real": 27,
|
| 112 |
+
"17_patient_chest_distress_real": 40,
|
| 113 |
+
"18_scratching_body_real": 7,
|
| 114 |
+
"19_using_phone_tablet_real": 10,
|
| 115 |
+
"20_bedside_self_directed_exercise_real": 23,
|
| 116 |
+
"21_headache_distress_real": 40,
|
| 117 |
+
"22_gesturing_hand_waving_real": 40,
|
| 118 |
+
"23_covering_face_with_hands_real": 9
|
| 119 |
+
}
|
| 120 |
+
},
|
| 121 |
+
"split200": {
|
| 122 |
+
"total_videos": 195,
|
| 123 |
+
"folder": "real_life_test_set/split200",
|
| 124 |
+
"note": "Only classes with >= 10 real videos. Classes 05, 18, 23 are unseen (not present).",
|
| 125 |
+
"per_class": {
|
| 126 |
+
"01_patient_lying_on_bed_real": 2,
|
| 127 |
+
"02_standing_up_from_bed_real": 29,
|
| 128 |
+
"03_fall_from_standing_real": 7,
|
| 129 |
+
"04_patient_sitting_up_from_bed_real": 3,
|
| 130 |
+
"06_eating_food_with_tray_real": 25,
|
| 131 |
+
"07_taking_medicine_real": 32,
|
| 132 |
+
"08_walking_with_walker_real": 13,
|
| 133 |
+
"11_patient_involuntary_movements_real": 8,
|
| 134 |
+
"13_walking_with_normal_gait_real": 29,
|
| 135 |
+
"14_wheelchair_seated_real": 3,
|
| 136 |
+
"15_nausea_vomiting_real": 8,
|
| 137 |
+
"16_walking_abnormal_gait_real": 6,
|
| 138 |
+
"17_patient_chest_distress_real": 8,
|
| 139 |
+
"19_using_phone_tablet_real": 2,
|
| 140 |
+
"20_bedside_self_directed_exercise_real": 4,
|
| 141 |
+
"21_headache_distress_real": 8,
|
| 142 |
+
"22_gesturing_hand_waving_real": 8
|
| 143 |
+
}
|
| 144 |
+
}
|
| 145 |
+
},
|
| 146 |
+
"clinical_significance": {
|
| 147 |
+
"Critical": {
|
| 148 |
+
"fine_grained_classes": 6,
|
| 149 |
+
"total_videos": 881,
|
| 150 |
+
"classes": [
|
| 151 |
+
"10_choking_on_food",
|
| 152 |
+
"17_patient_chest_distress",
|
| 153 |
+
"09_removing_oxygen_equipment",
|
| 154 |
+
"03_fall_from_standing",
|
| 155 |
+
"12_tampering_iv_lines_catheter",
|
| 156 |
+
"11_patient_involuntary_movements"
|
| 157 |
+
]
|
| 158 |
+
},
|
| 159 |
+
"Moderate": {
|
| 160 |
+
"fine_grained_classes": 4,
|
| 161 |
+
"total_videos": 657,
|
| 162 |
+
"classes": [
|
| 163 |
+
"05_persistent_coughing",
|
| 164 |
+
"15_nausea_vomiting",
|
| 165 |
+
"21_headache_distress",
|
| 166 |
+
"16_walking_abnormal_gait"
|
| 167 |
+
]
|
| 168 |
+
},
|
| 169 |
+
"Low": {
|
| 170 |
+
"fine_grained_classes": 12,
|
| 171 |
+
"total_videos": 1422,
|
| 172 |
+
"classes": [
|
| 173 |
+
"01_patient_lying_on_bed",
|
| 174 |
+
"02_standing_up_from_bed",
|
| 175 |
+
"04_patient_sitting_up_from_bed",
|
| 176 |
+
"06_eating_food_with_tray",
|
| 177 |
+
"07_taking_medicine",
|
| 178 |
+
"08_walking_with_walker",
|
| 179 |
+
"13_walking_with_normal_gait",
|
| 180 |
+
"14_wheelchair_seated",
|
| 181 |
+
"18_scratching_body",
|
| 182 |
+
"19_using_phone_tablet",
|
| 183 |
+
"20_bedside_self_directed_exercise",
|
| 184 |
+
"22_gesturing_hand_waving",
|
| 185 |
+
"23_covering_face_with_hands"
|
| 186 |
+
]
|
| 187 |
+
}
|
| 188 |
+
}
|
| 189 |
+
}
|
dataset_summary.json
ADDED
|
@@ -0,0 +1,104 @@
|
|
|
|
|
|
|
|
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|
|
|
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|
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|
|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"dataset_name": "Patient Care Medical Actions Dataset",
|
| 3 |
+
"description": "Synthetic and real-world medical action video dataset for AI research",
|
| 4 |
+
"total_videos": 4567,
|
| 5 |
+
"total_duration_hours": 5.65,
|
| 6 |
+
"synthetic": {
|
| 7 |
+
"total_action_classes": 23,
|
| 8 |
+
"total_videos": 3398,
|
| 9 |
+
"total_duration_seconds": 14501.44,
|
| 10 |
+
"total_duration_hours": 4.03,
|
| 11 |
+
"average_video_duration_seconds": 4.27,
|
| 12 |
+
"min_duration_seconds": 0.44,
|
| 13 |
+
"max_duration_seconds": 8.88,
|
| 14 |
+
"duration_stddev_seconds": 1.17
|
| 15 |
+
},
|
| 16 |
+
"real": {
|
| 17 |
+
"total_action_classes": 20,
|
| 18 |
+
"total_videos": 1197,
|
| 19 |
+
"total_duration_seconds": 5929.31,
|
| 20 |
+
"total_duration_hours": 1.65,
|
| 21 |
+
"average_video_duration_seconds": 4.95,
|
| 22 |
+
"min_duration_seconds": 0.5,
|
| 23 |
+
"max_duration_seconds": 71.9,
|
| 24 |
+
"per_class_stats": {
|
| 25 |
+
"01_patient_lying_on_bed_real": {"label": 1, "num_videos": 11, "avg_duration_s": 12.12, "min_duration_s": 6.88, "max_duration_s": 39.74, "total_duration_s": 133.33},
|
| 26 |
+
"02_standing_up_from_bed_real": {"label": 2, "num_videos": 175, "avg_duration_s": 2.48, "min_duration_s": 0.5, "max_duration_s": 8.75, "total_duration_s": 434.75},
|
| 27 |
+
"03_fall_from_standing_real": {"label": 3, "num_videos": 42, "avg_duration_s": 9.08, "min_duration_s": 4.3, "max_duration_s": 13.7, "total_duration_s": 381.26},
|
| 28 |
+
"04_patient_sitting_up_from_bed_real": {"label": 4, "num_videos": 17, "avg_duration_s": 5.2, "min_duration_s": 1.6, "max_duration_s": 14.13, "total_duration_s": 88.39},
|
| 29 |
+
"05_persistent_coughing_real": {"label": 5, "num_videos": 9, "avg_duration_s": 8.27, "min_duration_s": 1.07, "max_duration_s": 10.06, "total_duration_s": 74.45},
|
| 30 |
+
"06_eating_food_with_tray_real": {"label": 6, "num_videos": 150, "avg_duration_s": 5.69, "min_duration_s": 1.55, "max_duration_s": 34.85, "total_duration_s": 853.65},
|
| 31 |
+
"07_taking_medicine_real": {"label": 7, "num_videos": 193, "avg_duration_s": 3.66, "min_duration_s": 1.6, "max_duration_s": 34.0, "total_duration_s": 705.5},
|
| 32 |
+
"08_walking_with_walker_real": {"label": 8, "num_videos": 77, "avg_duration_s": 8.52, "min_duration_s": 0.88, "max_duration_s": 10.0, "total_duration_s": 656.12},
|
| 33 |
+
"11_patient_involuntary_movements_real": {"label": 11, "num_videos": 49, "avg_duration_s": 10.06, "min_duration_s": 0.58, "max_duration_s": 21.01, "total_duration_s": 492.93},
|
| 34 |
+
"13_walking_with_normal_gait_real": {"label": 13, "num_videos": 175, "avg_duration_s": 5.29, "min_duration_s": 1.55, "max_duration_s": 20.55, "total_duration_s": 926.35},
|
| 35 |
+
"14_wheelchair_seated_real": {"label": 14, "num_videos": 19, "avg_duration_s": 4.28, "min_duration_s": 1.12, "max_duration_s": 8.88, "total_duration_s": 81.32},
|
| 36 |
+
"15_nausea_vomiting_real": {"label": 15, "num_videos": 48, "avg_duration_s": 3.19, "min_duration_s": 2.37, "max_duration_s": 4.23, "total_duration_s": 153.0},
|
| 37 |
+
"16_walking_abnormal_gait_real": {"label": 16, "num_videos": 33, "avg_duration_s": 4.96, "min_duration_s": 2.4, "max_duration_s": 8.22, "total_duration_s": 163.55},
|
| 38 |
+
"17_patient_chest_distress_real": {"label": 17, "num_videos": 48, "avg_duration_s": 2.73, "min_duration_s": 1.97, "max_duration_s": 3.53, "total_duration_s": 130.93},
|
| 39 |
+
"18_scratching_body_real": {"label": 18, "num_videos": 7, "avg_duration_s": 8.67, "min_duration_s": 3.97, "max_duration_s": 13.56, "total_duration_s": 60.7},
|
| 40 |
+
"19_using_phone_tablet_real": {"label": 19, "num_videos": 12, "avg_duration_s": 11.78, "min_duration_s": 2.55, "max_duration_s": 71.9, "total_duration_s": 141.4},
|
| 41 |
+
"20_bedside_self_directed_exercise_real": {"label": 20, "num_videos": 27, "avg_duration_s": 3.21, "min_duration_s": 2.0, "max_duration_s": 5.37, "total_duration_s": 86.62},
|
| 42 |
+
"21_headache_distress_real": {"label": 21, "num_videos": 48, "avg_duration_s": 2.69, "min_duration_s": 1.97, "max_duration_s": 3.5, "total_duration_s": 128.93},
|
| 43 |
+
"22_gesturing_hand_waving_real": {"label": 22, "num_videos": 48, "avg_duration_s": 2.33, "min_duration_s": 1.93, "max_duration_s": 3.1, "total_duration_s": 112.07},
|
| 44 |
+
"23_covering_face_with_hands_real": {"label": 23, "num_videos": 9, "avg_duration_s": 13.79, "min_duration_s": 8.56, "max_duration_s": 23.04, "total_duration_s": 124.06}
|
| 45 |
+
},
|
| 46 |
+
"splits": {
|
| 47 |
+
"unseen_classes": [
|
| 48 |
+
"05_persistent_coughing_real",
|
| 49 |
+
"18_scratching_body_real",
|
| 50 |
+
"23_covering_face_with_hands_real"
|
| 51 |
+
],
|
| 52 |
+
"split1000": {
|
| 53 |
+
"total_videos": 1002,
|
| 54 |
+
"folder": "real_life_test_set/split1000",
|
| 55 |
+
"per_class": {
|
| 56 |
+
"01_patient_lying_on_bed_real": 9,
|
| 57 |
+
"02_standing_up_from_bed_real": 146,
|
| 58 |
+
"03_fall_from_standing_real": 35,
|
| 59 |
+
"04_patient_sitting_up_from_bed_real": 14,
|
| 60 |
+
"05_persistent_coughing_real": 9,
|
| 61 |
+
"06_eating_food_with_tray_real": 125,
|
| 62 |
+
"07_taking_medicine_real": 161,
|
| 63 |
+
"08_walking_with_walker_real": 64,
|
| 64 |
+
"11_patient_involuntary_movements_real": 41,
|
| 65 |
+
"13_walking_with_normal_gait_real": 146,
|
| 66 |
+
"14_wheelchair_seated_real": 16,
|
| 67 |
+
"15_nausea_vomiting_real": 40,
|
| 68 |
+
"16_walking_abnormal_gait_real": 27,
|
| 69 |
+
"17_patient_chest_distress_real": 40,
|
| 70 |
+
"18_scratching_body_real": 7,
|
| 71 |
+
"19_using_phone_tablet_real": 10,
|
| 72 |
+
"20_bedside_self_directed_exercise_real": 23,
|
| 73 |
+
"21_headache_distress_real": 40,
|
| 74 |
+
"22_gesturing_hand_waving_real": 40,
|
| 75 |
+
"23_covering_face_with_hands_real": 9
|
| 76 |
+
}
|
| 77 |
+
},
|
| 78 |
+
"split200": {
|
| 79 |
+
"total_videos": 195,
|
| 80 |
+
"folder": "real_life_test_set/split200",
|
| 81 |
+
"note": "Only classes with >= 10 real videos. Classes 05, 18, 23 are unseen (not present).",
|
| 82 |
+
"per_class": {
|
| 83 |
+
"01_patient_lying_on_bed_real": 2,
|
| 84 |
+
"02_standing_up_from_bed_real": 29,
|
| 85 |
+
"03_fall_from_standing_real": 7,
|
| 86 |
+
"04_patient_sitting_up_from_bed_real": 3,
|
| 87 |
+
"06_eating_food_with_tray_real": 25,
|
| 88 |
+
"07_taking_medicine_real": 32,
|
| 89 |
+
"08_walking_with_walker_real": 13,
|
| 90 |
+
"11_patient_involuntary_movements_real": 8,
|
| 91 |
+
"13_walking_with_normal_gait_real": 29,
|
| 92 |
+
"14_wheelchair_seated_real": 3,
|
| 93 |
+
"15_nausea_vomiting_real": 8,
|
| 94 |
+
"16_walking_abnormal_gait_real": 6,
|
| 95 |
+
"17_patient_chest_distress_real": 8,
|
| 96 |
+
"19_using_phone_tablet_real": 2,
|
| 97 |
+
"20_bedside_self_directed_exercise_real": 4,
|
| 98 |
+
"21_headache_distress_real": 8,
|
| 99 |
+
"22_gesturing_hand_waving_real": 8
|
| 100 |
+
}
|
| 101 |
+
}
|
| 102 |
+
}
|
| 103 |
+
}
|
| 104 |
+
}
|
reallife/20_bedside_self_directed_exercise_real/20_023.mp4
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
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| 1 |
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reallife/20_bedside_self_directed_exercise_real/20_026.mp4
ADDED
|
@@ -0,0 +1,3 @@
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|
|
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ADDED
|
@@ -0,0 +1,3 @@
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ADDED
|
@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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reallife/22_gesturing_hand_waving_real/22_003.mp4
ADDED
|
@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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reallife/22_gesturing_hand_waving_real/22_004.mp4
ADDED
|
@@ -0,0 +1,3 @@
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ADDED
|
@@ -0,0 +1,3 @@
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reallife/22_gesturing_hand_waving_real/22_007.mp4
ADDED
|
@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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reallife/22_gesturing_hand_waving_real/22_008.mp4
ADDED
|
@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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reallife/22_gesturing_hand_waving_real/22_009.mp4
ADDED
|
@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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reallife/22_gesturing_hand_waving_real/22_010.mp4
ADDED
|
@@ -0,0 +1,3 @@
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reallife/22_gesturing_hand_waving_real/22_011.mp4
ADDED
|
@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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reallife/22_gesturing_hand_waving_real/22_012.mp4
ADDED
|
@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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reallife/22_gesturing_hand_waving_real/22_013.mp4
ADDED
|
@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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reallife/22_gesturing_hand_waving_real/22_014.mp4
ADDED
|
@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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reallife/22_gesturing_hand_waving_real/22_015.mp4
ADDED
|
@@ -0,0 +1,3 @@
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|
|
|
|
|
|
|
|
|
|
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|
| 1 |
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version https://git-lfs.github.com/spec/v1
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|
reallife/22_gesturing_hand_waving_real/22_017.mp4
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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