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results/day_11_1fps: full system run with face recognition (code fe27e8d)

Browse files
results/day_11_1fps/action_classes.json CHANGED
@@ -1,18 +1,30 @@
1
  {
2
- "** leaves the room **": {
3
  "class": "moving",
4
  "source": "keyword"
5
  },
6
- "** uses computer **": {
 
 
 
 
 
 
 
 
7
  "class": "sedentary",
8
  "source": "keyword"
9
  },
10
- "** uses phone **": {
11
  "class": "sedentary",
12
  "source": "keyword"
13
  },
14
- "answering phone call": {
15
- "class": "active_stationary",
 
 
 
 
16
  "source": "llm"
17
  },
18
  "enters the room": {
@@ -20,10 +32,6 @@
20
  "source": "keyword"
21
  },
22
  "enters the room and sits at the desk": {
23
- "class": "sedentary",
24
- "source": "llm"
25
- },
26
- "gets up from the floor": {
27
  "class": "moving",
28
  "source": "llm"
29
  },
@@ -31,56 +39,48 @@
31
  "class": "moving",
32
  "source": "keyword"
33
  },
34
- "looking at phone": {
35
- "class": "active_stationary",
36
- "source": "llm"
37
- },
38
  "looks at the computer screen": {
39
- "class": "active_stationary",
40
- "source": "llm"
41
- },
42
- "moves a chair": {
43
- "class": "moving",
44
- "source": "llm"
45
- },
46
- "moves papers on the desk": {
47
- "class": "active_stationary",
48
  "source": "llm"
49
  },
50
  "organizes papers and puts them in a bag": {
51
  "class": "active_stationary",
52
  "source": "keyword"
53
  },
54
- "packs up and leaves": {
55
- "class": "moving",
56
- "source": "keyword"
57
- },
58
  "picks up a book from the desk and walks to the right side of the room": {
59
  "class": "moving",
60
  "source": "keyword"
61
  },
62
- "puts on jacket": {
63
  "class": "active_stationary",
64
  "source": "keyword"
65
  },
66
- "puts phone down": {
67
- "class": "active_stationary",
68
  "source": "llm"
69
  },
70
- "puts phone in backpack": {
71
  "class": "active_stationary",
72
  "source": "llm"
73
  },
74
- "puts the backpack on his back and walks to the door": {
75
  "class": "moving",
76
  "source": "keyword"
77
  },
78
- "puts the book on a chair and picks up a backpack": {
 
 
 
 
 
 
 
 
79
  "class": "active_stationary",
80
  "source": "keyword"
81
  },
82
- "raises hand to head": {
83
- "class": "active_stationary",
84
  "source": "llm"
85
  },
86
  "reaches for a backpack and places it on the floor": {
@@ -91,19 +91,27 @@
91
  "class": "active_stationary",
92
  "source": "keyword"
93
  },
94
- "reads papers while sitting at desk": {
 
 
 
 
95
  "class": "sedentary",
96
  "source": "keyword"
97
  },
98
- "removes jacket": {
 
 
 
 
99
  "class": "active_stationary",
100
  "source": "llm"
101
  },
102
- "sits at desk using computer": {
103
- "class": "sedentary",
104
- "source": "keyword"
105
  },
106
- "sits at desk working on computer": {
107
  "class": "sedentary",
108
  "source": "keyword"
109
  },
@@ -119,10 +127,6 @@
119
  "class": "sedentary",
120
  "source": "keyword"
121
  },
122
- "sits at the desk and uses the computer": {
123
- "class": "sedentary",
124
- "source": "keyword"
125
- },
126
  "sits at the desk using a computer": {
127
  "class": "sedentary",
128
  "source": "keyword"
@@ -143,7 +147,7 @@
143
  "class": "sedentary",
144
  "source": "keyword"
145
  },
146
- "sits back down on the chair": {
147
  "class": "sedentary",
148
  "source": "keyword"
149
  },
@@ -155,7 +159,7 @@
155
  "class": "sedentary",
156
  "source": "keyword"
157
  },
158
- "sitting at a desk working on a computer": {
159
  "class": "sedentary",
160
  "source": "keyword"
161
  },
@@ -171,12 +175,8 @@
171
  "class": "moving",
172
  "source": "keyword"
173
  },
174
- "stands up from the chair": {
175
- "class": "active_stationary",
176
- "source": "keyword"
177
- },
178
  "takes papers from backpack": {
179
- "class": "active_stationary",
180
  "source": "llm"
181
  },
182
  "talks on phone": {
@@ -187,22 +187,30 @@
187
  "class": "sedentary",
188
  "source": "keyword"
189
  },
190
- "talks to another man": {
191
- "class": "active_stationary",
192
  "source": "llm"
193
  },
194
- "types on keyboard": {
195
  "class": "sedentary",
196
- "source": "keyword"
197
  },
198
- "types on the keyboard": {
199
  "class": "sedentary",
200
  "source": "keyword"
201
  },
202
- "uses a phone": {
 
 
 
 
203
  "class": "active_stationary",
204
  "source": "llm"
205
  },
 
 
 
 
206
  "uses computer": {
207
  "class": "sedentary",
208
  "source": "keyword"
@@ -211,32 +219,32 @@
211
  "class": "sedentary",
212
  "source": "keyword"
213
  },
214
- "uses phone and then returns to computer": {
215
  "class": "sedentary",
216
  "source": "keyword"
217
  },
218
- "walks around the room": {
219
- "class": "moving",
220
  "source": "keyword"
221
  },
 
 
 
 
222
  "walks to the desk": {
223
  "class": "moving",
224
  "source": "keyword"
225
  },
226
- "walks to the table and lies down": {
227
  "class": "moving",
228
- "source": "llm"
229
- },
230
- "works at the computer": {
231
- "class": "sedentary",
232
  "source": "keyword"
233
  },
234
  "works on computer": {
235
  "class": "sedentary",
236
  "source": "keyword"
237
  },
238
- "works on the computer": {
239
- "class": "sedentary",
240
  "source": "keyword"
241
  },
242
  "writes on paper": {
 
1
  {
2
+ "(leaves) room": {
3
  "class": "moving",
4
  "source": "keyword"
5
  },
6
+ "(puts on) jacket": {
7
+ "class": "active_stationary",
8
+ "source": "keyword"
9
+ },
10
+ "...and puts it in his backpack": {
11
+ "class": "sedentary",
12
+ "source": "llm"
13
+ },
14
+ "...and then lies on the floor": {
15
  "class": "sedentary",
16
  "source": "keyword"
17
  },
18
+ "...and then sits up": {
19
  "class": "sedentary",
20
  "source": "keyword"
21
  },
22
+ "...and then walks to the desk and sits down": {
23
+ "class": "moving",
24
+ "source": "llm"
25
+ },
26
+ "drinks from a cup": {
27
+ "class": "sedentary",
28
  "source": "llm"
29
  },
30
  "enters the room": {
 
32
  "source": "keyword"
33
  },
34
  "enters the room and sits at the desk": {
 
 
 
 
35
  "class": "moving",
36
  "source": "llm"
37
  },
 
39
  "class": "moving",
40
  "source": "keyword"
41
  },
 
 
 
 
42
  "looks at the computer screen": {
43
+ "class": "sedentary",
 
 
 
 
 
 
 
 
44
  "source": "llm"
45
  },
46
  "organizes papers and puts them in a bag": {
47
  "class": "active_stationary",
48
  "source": "keyword"
49
  },
 
 
 
 
50
  "picks up a book from the desk and walks to the right side of the room": {
51
  "class": "moving",
52
  "source": "keyword"
53
  },
54
+ "picks up a jacket from a hook on the door and puts it on": {
55
  "class": "active_stationary",
56
  "source": "keyword"
57
  },
58
+ "puts hands on head": {
59
+ "class": "sedentary",
60
  "source": "llm"
61
  },
62
+ "puts hands on keyboard": {
63
  "class": "active_stationary",
64
  "source": "llm"
65
  },
66
+ "puts on a jacket and vest, picks up a backpack, and leaves the room": {
67
  "class": "moving",
68
  "source": "keyword"
69
  },
70
+ "puts phone in pocket": {
71
+ "class": "sedentary",
72
+ "source": "llm"
73
+ },
74
+ "puts the backpack on a chair": {
75
+ "class": "sedentary",
76
+ "source": "llm"
77
+ },
78
+ "puts the book on the desk and picks up a backpack": {
79
  "class": "active_stationary",
80
  "source": "keyword"
81
  },
82
+ "raises hands to head": {
83
+ "class": "sedentary",
84
  "source": "llm"
85
  },
86
  "reaches for a backpack and places it on the floor": {
 
91
  "class": "active_stationary",
92
  "source": "keyword"
93
  },
94
+ "reaches for backpack": {
95
+ "class": "active_stationary",
96
+ "source": "keyword"
97
+ },
98
+ "reads papers": {
99
  "class": "sedentary",
100
  "source": "keyword"
101
  },
102
+ "reads papers while sitting at the desk": {
103
+ "class": "sedentary",
104
+ "source": "keyword"
105
+ },
106
+ "removes coat and places it on the door hook": {
107
  "class": "active_stationary",
108
  "source": "llm"
109
  },
110
+ "removes jacket": {
111
+ "class": "active_stationary",
112
+ "source": "llm"
113
  },
114
+ "sits at a desk and uses a computer": {
115
  "class": "sedentary",
116
  "source": "keyword"
117
  },
 
127
  "class": "sedentary",
128
  "source": "keyword"
129
  },
 
 
 
 
130
  "sits at the desk using a computer": {
131
  "class": "sedentary",
132
  "source": "keyword"
 
147
  "class": "sedentary",
148
  "source": "keyword"
149
  },
150
+ "sits at the desk, working on a computer": {
151
  "class": "sedentary",
152
  "source": "keyword"
153
  },
 
159
  "class": "sedentary",
160
  "source": "keyword"
161
  },
162
+ "sitting at the desk using a computer": {
163
  "class": "sedentary",
164
  "source": "keyword"
165
  },
 
175
  "class": "moving",
176
  "source": "keyword"
177
  },
 
 
 
 
178
  "takes papers from backpack": {
179
+ "class": "sedentary",
180
  "source": "llm"
181
  },
182
  "talks on phone": {
 
187
  "class": "sedentary",
188
  "source": "keyword"
189
  },
190
+ "touches head": {
191
+ "class": "sedentary",
192
  "source": "llm"
193
  },
194
+ "touching head": {
195
  "class": "sedentary",
196
+ "source": "llm"
197
  },
198
+ "types on keyboard": {
199
  "class": "sedentary",
200
  "source": "keyword"
201
  },
202
+ "uses a computer": {
203
+ "class": "active_stationary",
204
+ "source": "llm"
205
+ },
206
+ "uses a laptop": {
207
  "class": "active_stationary",
208
  "source": "llm"
209
  },
210
+ "uses a phone": {
211
+ "class": "sedentary",
212
+ "source": "llm"
213
+ },
214
  "uses computer": {
215
  "class": "sedentary",
216
  "source": "keyword"
 
219
  "class": "sedentary",
220
  "source": "keyword"
221
  },
222
+ "uses phone while sitting at the desk": {
223
  "class": "sedentary",
224
  "source": "keyword"
225
  },
226
+ "uses the computer": {
227
+ "class": "sedentary",
228
  "source": "keyword"
229
  },
230
+ "using phone": {
231
+ "class": "sedentary",
232
+ "source": "llm"
233
+ },
234
  "walks to the desk": {
235
  "class": "moving",
236
  "source": "keyword"
237
  },
238
+ "walks to the table and picks up papers": {
239
  "class": "moving",
 
 
 
 
240
  "source": "keyword"
241
  },
242
  "works on computer": {
243
  "class": "sedentary",
244
  "source": "keyword"
245
  },
246
+ "writes on a notepad": {
247
+ "class": "active_stationary",
248
  "source": "keyword"
249
  },
250
  "writes on paper": {
results/day_11_1fps/json_summary/daily_report.json CHANGED
@@ -4,7 +4,7 @@
4
  "date": "2026-08-08",
5
  "timezone": "America/Vancouver",
6
  "source": {
7
- "summary_dir": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/test_video/day_11_1fps/json_summary",
8
  "video_path": null,
9
  "duration_seconds": 29568.0,
10
  "start_time": "2026-08-08T09:00:00-07:00",
@@ -13,41 +13,54 @@
13
  },
14
  "resident": {
15
  "person": "Person A",
16
- "display_name": "the resident",
17
- "description": "elderly, man, light top, grey short hair, glasses"
 
18
  },
19
  "people": [
20
  {
21
  "person": "Person A",
22
  "label": "RESIDENT",
23
- "description": "elderly, man, light top, grey short hair, glasses",
24
- "present_minutes": 254.8,
25
  "present_spans": [
26
  [
27
- "09:17:31",
28
- "10:47:03"
 
 
 
 
29
  ],
30
  [
31
  "12:49:01",
32
  "14:38:41"
33
  ],
34
  [
35
- "15:57:08",
36
- "17:07:00"
37
  ]
38
- ]
 
 
 
 
39
  },
40
  {
41
  "person": "Person B",
42
  "label": "BRIEF VISITOR",
43
- "description": "adult, man, dark top, grey short hair, glasses",
44
- "present_minutes": 0.2,
45
  "present_spans": [
46
  [
47
- "11:45:52",
48
- "11:46:07"
49
  ]
50
- ]
 
 
 
 
51
  }
52
  ],
53
  "overview_metrics": [
@@ -62,9 +75,9 @@
62
  {
63
  "id": "activity",
64
  "label": "Activity",
65
- "value": "10m",
66
  "secondary_value": "Active time",
67
- "status": "attention",
68
  "icon": "walking"
69
  },
70
  {
@@ -96,92 +109,68 @@
96
  {
97
  "event_id": "event_001",
98
  "start_time": "2026-08-08T09:17:31-07:00",
99
- "end_time": "2026-08-08T09:21:17-07:00",
100
- "activity_type": "arriving",
101
- "title": "Arriving",
102
- "description": "The resident arrives, sits at the desk, and begins working on a computer."
103
- },
104
- {
105
- "event_id": "event_002",
106
- "start_time": "2026-08-08T09:21:17-07:00",
107
  "end_time": "2026-08-08T09:36:06-07:00",
108
  "activity_type": "working",
109
  "title": "Working",
110
- "description": "The resident continues working."
111
  },
112
  {
113
- "event_id": "event_003",
114
  "start_time": "2026-08-08T09:36:06-07:00",
115
  "end_time": "2026-08-08T09:36:16-07:00",
116
  "activity_type": "fall",
117
  "title": "Fall",
118
- "description": "The resident walks into the office and then collapses onto the floor near a small table, lying on his back with his arms and legs spread out."
119
  },
120
  {
121
- "event_id": "event_004",
122
  "start_time": "2026-08-08T09:36:16-07:00",
123
  "end_time": "2026-08-08T10:47:03-07:00",
124
  "activity_type": "working",
125
  "title": "Working",
126
- "description": "The resident gets up and resumes working after the fall. The resident works on a computer for several hours, with brief phone use and paper organization."
127
- },
128
- {
129
- "event_id": "event_005",
130
- "start_time": "2026-08-08T10:47:03-07:00",
131
- "end_time": "2026-08-08T12:49:01-07:00",
132
- "activity_type": "leaving",
133
- "title": "Leaving",
134
- "description": "The resident leaves the room, returns later, and sits at the desk to talk with Person B."
135
  },
136
  {
137
- "event_id": "event_006",
138
- "start_time": "2026-08-08T12:49:16-07:00",
139
- "end_time": "2026-08-08T12:55:45-07:00",
140
- "activity_type": "visitor",
141
- "title": "Talking",
142
- "description": "The resident talks with another man at the desk and then prepares to leave."
143
- },
144
- {
145
- "event_id": "event_007",
146
- "start_time": "2026-08-08T12:57:55-07:00",
147
  "end_time": "2026-08-08T14:38:41-07:00",
148
  "activity_type": "working",
149
  "title": "Working",
150
- "description": "The resident works on the computer for several hours, with brief phone use and a short break to put on a jacket. The resident sits on a chair, stands up, and walks around the room."
151
  },
152
  {
153
- "event_id": "event_008",
154
- "start_time": "2026-08-08T14:38:41-07:00",
155
- "end_time": "2026-08-08T15:57:11-07:00",
156
- "activity_type": "leaving",
157
- "title": "Leaving",
158
- "description": "The resident leaves the room, returns later, and sits at the desk to use the computer."
159
  },
160
  {
161
- "event_id": "event_009",
162
- "start_time": "2026-08-08T15:57:20-07:00",
163
- "end_time": "2026-08-08T17:02:35-07:00",
164
  "activity_type": "working",
165
  "title": "Working",
166
- "description": "The resident works on the computer for several hours, with brief phone use and a short break."
167
  },
168
  {
169
- "event_id": "event_010",
170
- "start_time": "2026-08-08T17:02:35-07:00",
171
- "end_time": "2026-08-08T17:02:35-07:00",
172
  "activity_type": "leaving",
173
- "title": "Leaving",
174
- "description": "The resident puts down the phone and ends the day."
175
  }
176
  ],
177
  "narrative_summary": {
178
- "short_summary": "The resident arrives at 09:17:31, sits at the desk, and begins working on a computer. At 09:36:06, the resident walks into the office and collapses onto the floor near a table. After the fall, the resident gets up and resumes working, continuing for several hours with brief phone use and paper organization. At 10:47:03, the resident leaves the room, returns later, and talks with a man. Later, the resident talks with another man and prepares to leave. The resident then works on the computer for several hours, with brief phone use and a short break to put on a jacket. At 14:38:41, the resident leaves again, returns, and uses the computer. The resident works for several hours with brief phone use. At 17:02:35, the resident ends the day by putting down the phone.",
179
- "full_summary": "The resident arrived at 09:17:31 and sat at the desk, beginning to work on a computer. He continued working until 09:21:17. At 09:36:06, the resident walked into the office and then collapsed onto the floor near a small table, lying on his back with his arms and legs spread out. By 09:36:16, he had gotten up and resumed working on the computer for several hours, during which he used the phone briefly and organized some paper. \n\nAt 10:47:03, the resident left the room, returned later, and sat at the desk to talk with an adult man wearing a dark top and grey short hair with glasses. From 12:49:16 to 12:55:45, the resident talked with another man at the desk and then prepared to leave. \n\nHe returned to work at 12:57:55, working on the computer for several hours with brief phone use and taking a short break to put on a jacket. During this time, the resident sat on a chair, stood up, and walked around the room. At 14:38:41, the resident left the room again, returned later, and sat at the desk to use the computer. \n\nFrom 15:57:20 to 17:02:35, the resident worked on the computer for several hours, using the phone briefly and taking a short break. At 17:02:35, the resident put down the phone and ended the day.",
180
  "key_observations": [
181
  "A verified fall was detected at 09:36:06.",
182
- "1 visitor was present (total about 1 minute).",
183
- "Active time was 47% lower than the previous-days average.",
184
- "Longest visible inactive period was 80 minutes."
185
  ]
186
  },
187
  "routine_comparison": {
@@ -191,48 +180,48 @@
191
  {
192
  "metric": "active_time_minutes",
193
  "label": "Active time",
194
- "today_value": 10,
195
- "baseline_value": 19.0,
196
  "unit": "minutes",
197
- "change_percent": -47.4,
198
- "status": "lower_than_usual"
199
  },
200
  {
201
  "metric": "moving_time_minutes",
202
  "label": "Time moving",
203
- "today_value": 4,
204
  "baseline_value": 0.5,
205
  "unit": "minutes",
206
- "change_percent": 700.0,
207
  "status": "higher_than_usual"
208
  },
209
  {
210
  "metric": "longest_inactive_minutes",
211
  "label": "Longest inactive period",
212
- "today_value": 80,
213
- "baseline_value": 25.5,
214
  "unit": "minutes",
215
- "change_percent": 213.7,
216
  "status": "higher_than_usual"
217
  },
218
  {
219
  "metric": "visitor_count",
220
  "label": "Visitors",
221
  "today_value": 1,
222
- "baseline_value": 2.5,
223
  "unit": "count",
224
- "change_percent": -60.0,
225
  "status": "lower_than_usual"
226
  }
227
  ]
228
  },
229
  "activity_statistics": {
230
  "first_activity_time": "2026-08-08T09:17:31-07:00",
231
- "last_activity_time": "2026-08-08T17:02:35-07:00",
232
- "active_time_minutes": 10,
233
- "moving_time_minutes": 4,
234
- "active_period_count": 12,
235
- "longest_inactive_period_minutes": 80,
236
  "visitor_count": 1,
237
  "fall_count": 1
238
  },
@@ -240,30 +229,28 @@
240
  {
241
  "question_id": "q_lunch",
242
  "text": "Did he eat lunch today?",
243
- "answer": "Not observed on camera.",
244
  "evidence_event_ids": []
245
  },
246
  {
247
  "question_id": "q_visitors",
248
  "text": "Did anyone visit today?",
249
- "answer": "Yes, one visitor arrived at 11:45:52 and left at 11:46:07, staying approximately 1 minute.",
250
  "evidence_event_ids": [
251
- "event_006"
252
  ]
253
  },
254
  {
255
  "question_id": "q_activity",
256
  "text": "Was he less active than usual?",
257
- "answer": "Today he was active for 10 minutes, compared with an average of 19 minutes over the previous days.",
258
  "evidence_event_ids": []
259
  },
260
  {
261
  "question_id": "q_time_1100",
262
  "text": "What happened at 11:00 AM?",
263
- "answer": "The resident left the room, returned later, and sat at the desk to talk with Person B.",
264
- "evidence_event_ids": [
265
- "event_005"
266
- ]
267
  }
268
  ],
269
  "open_questions": {
@@ -286,10 +273,10 @@
286
  ],
287
  "example": {
288
  "question": "Did he fall today?",
289
- "answer": "Yes, he fell today. He walked into the office and collapsed onto the floor near a small table, lying on his back with his arms and legs spread out. He remained motionless for the rest of the clip.",
290
  "confidence": "high",
291
  "evidence_event_ids": [
292
- "event_003"
293
  ]
294
  }
295
  },
@@ -321,6 +308,6 @@
321
  "description": "A man is seen sitting at his desk, then stands up, puts on a jacket, and later pulls out an orange vest from his bag. He does not fall or lose balance at any point during the clip."
322
  }
323
  ],
324
- "llm_seconds": 26.2,
325
  "disclaimer": "This summary was generated from camera-based VLM analysis. It may not capture every activity and does not provide a medical diagnosis."
326
  }
 
4
  "date": "2026-08-08",
5
  "timezone": "America/Vancouver",
6
  "source": {
7
+ "summary_dir": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/hf_results/day_11_1fps/json_summary",
8
  "video_path": null,
9
  "duration_seconds": 29568.0,
10
  "start_time": "2026-08-08T09:00:00-07:00",
 
13
  },
14
  "resident": {
15
  "person": "Person A",
16
+ "display_name": "Resident A",
17
+ "description": "elderly, man, light top, dark pants, grey short hair, glasses",
18
+ "seen": true
19
  },
20
  "people": [
21
  {
22
  "person": "Person A",
23
  "label": "RESIDENT",
24
+ "description": "elderly, man, light top, dark pants, grey short hair, glasses",
25
+ "present_minutes": 263.8,
26
  "present_spans": [
27
  [
28
+ "09:17:41",
29
+ "10:46:53"
30
+ ],
31
+ [
32
+ "11:45:52",
33
+ "11:46:07"
34
  ],
35
  [
36
  "12:49:01",
37
  "14:38:41"
38
  ],
39
  [
40
+ "15:57:18",
41
+ "17:06:46"
42
  ]
43
+ ],
44
+ "identity_kind": "known",
45
+ "identity_name": "Resident A",
46
+ "visitor_letter": null,
47
+ "display_name": "Resident A"
48
  },
49
  {
50
  "person": "Person B",
51
  "label": "BRIEF VISITOR",
52
+ "description": "adult, man, light top, dark pants, dark short hair",
53
+ "present_minutes": 5.0,
54
  "present_spans": [
55
  [
56
+ "12:50:48",
57
+ "12:55:45"
58
  ]
59
+ ],
60
+ "identity_kind": "unknown",
61
+ "identity_name": null,
62
+ "visitor_letter": null,
63
+ "display_name": null
64
  }
65
  ],
66
  "overview_metrics": [
 
75
  {
76
  "id": "activity",
77
  "label": "Activity",
78
+ "value": "23m",
79
  "secondary_value": "Active time",
80
+ "status": "normal",
81
  "icon": "walking"
82
  },
83
  {
 
109
  {
110
  "event_id": "event_001",
111
  "start_time": "2026-08-08T09:17:31-07:00",
 
 
 
 
 
 
 
 
112
  "end_time": "2026-08-08T09:36:06-07:00",
113
  "activity_type": "working",
114
  "title": "Working",
115
+ "description": "Resident A continues working."
116
  },
117
  {
118
+ "event_id": "event_002",
119
  "start_time": "2026-08-08T09:36:06-07:00",
120
  "end_time": "2026-08-08T09:36:16-07:00",
121
  "activity_type": "fall",
122
  "title": "Fall",
123
+ "description": "Resident A walks into the office and then collapses onto the floor near a small table, lying on his back with his arms and legs spread out."
124
  },
125
  {
126
+ "event_id": "event_003",
127
  "start_time": "2026-08-08T09:36:16-07:00",
128
  "end_time": "2026-08-08T10:47:03-07:00",
129
  "activity_type": "working",
130
  "title": "Working",
131
+ "description": "Resident A gets up and resumes working after the fall. Enters the room, walks to the desk, looks at the computer, picks up papers, and then lies on the floor before sitting back at the desk."
 
 
 
 
 
 
 
 
132
  },
133
  {
134
+ "event_id": "event_004",
135
+ "start_time": "2026-08-08T12:49:01-07:00",
 
 
 
 
 
 
 
 
136
  "end_time": "2026-08-08T14:38:41-07:00",
137
  "activity_type": "working",
138
  "title": "Working",
139
+ "description": "Resident A sits at the desk working on a computer, with brief phone use and head-touching movements."
140
  },
141
  {
142
+ "event_id": "event_005",
143
+ "start_time": "2026-08-08T12:50:48-07:00",
144
+ "end_time": "2026-08-08T12:55:45-07:00",
145
+ "activity_type": "visitor",
146
+ "title": "Talking with visitor",
147
+ "description": "Resident A talks with a man."
148
  },
149
  {
150
+ "event_id": "event_006",
151
+ "start_time": "2026-08-08T15:57:13-07:00",
152
+ "end_time": "2026-08-08T17:07:00-07:00",
153
  "activity_type": "working",
154
  "title": "Working",
155
+ "description": "Resident A sits at the desk working on a computer, with phone use and brief preparations to leave."
156
  },
157
  {
158
+ "event_id": "event_007",
159
+ "start_time": "2026-08-08T17:07:00-07:00",
160
+ "end_time": "2026-08-08T17:07:00-07:00",
161
  "activity_type": "leaving",
162
+ "title": "Leaving home",
163
+ "description": "Resident A puts on a jacket and vest, picks up a backpack, and leaves the room."
164
  }
165
  ],
166
  "narrative_summary": {
167
+ "short_summary": "Resident A continues working. At 09:36:06, he walks into the office and collapses onto the floor near a small table, lying on his back with his arms and legs spread out. He gets up and resumes working after the fall, entering the room, walking to the desk, looking at the computer, picking up papers, and then lying on the floor before sitting back at the desk. He continues working at the desk, using the computer and making brief phone calls, occasionally touching his head. At 12:50:48, he talks with a man. Later, he sits at the desk working on the computer, using his phone and making brief preparations to leave. At 17:07:00, he puts on a jacket and vest, picks up a backpack, and leaves the room.",
168
+ "full_summary": "Resident A began his day by continuing to work from 09:17:31 to 09:36:06. At 09:36:06, he walked into the office and then collapsed onto the floor near a small table, lying on his back with his arms and legs spread out. This was recorded as a fall. From 09:36:16 onwards, Resident A got up and resumed working. He entered the room, walked to the desk, looked at the computer, picked up papers, and then lay on the floor before sitting back at the desk. \n\nFrom 12:49:01 to 14:38:41, Resident A was working at the desk on a computer. During this time, he engaged in brief phone use and made occasional head-touching movements. At 12:50:48, he had a conversation with a man. \n\nFrom 15:57:13 to 17:07:00, Resident A continued working at the desk on a computer. He used his phone and made brief preparations to leave. At exactly 17:07:00, Resident A put on a jacket and vest, picked up a backpack, and left the room.",
169
  "key_observations": [
170
  "A verified fall was detected at 09:36:06.",
171
+ "1 visitor was present (total about 5 minutes).",
172
+ "Active time was 188% higher than the previous-days average.",
173
+ "Longest visible inactive period was 88 minutes."
174
  ]
175
  },
176
  "routine_comparison": {
 
180
  {
181
  "metric": "active_time_minutes",
182
  "label": "Active time",
183
+ "today_value": 23,
184
+ "baseline_value": 8.0,
185
  "unit": "minutes",
186
+ "change_percent": 187.5,
187
+ "status": "higher_than_usual"
188
  },
189
  {
190
  "metric": "moving_time_minutes",
191
  "label": "Time moving",
192
+ "today_value": 2,
193
  "baseline_value": 0.5,
194
  "unit": "minutes",
195
+ "change_percent": 300.0,
196
  "status": "higher_than_usual"
197
  },
198
  {
199
  "metric": "longest_inactive_minutes",
200
  "label": "Longest inactive period",
201
+ "today_value": 88,
202
+ "baseline_value": 26.5,
203
  "unit": "minutes",
204
+ "change_percent": 232.1,
205
  "status": "higher_than_usual"
206
  },
207
  {
208
  "metric": "visitor_count",
209
  "label": "Visitors",
210
  "today_value": 1,
211
+ "baseline_value": 2.0,
212
  "unit": "count",
213
+ "change_percent": -50.0,
214
  "status": "lower_than_usual"
215
  }
216
  ]
217
  },
218
  "activity_statistics": {
219
  "first_activity_time": "2026-08-08T09:17:31-07:00",
220
+ "last_activity_time": "2026-08-08T17:07:00-07:00",
221
+ "active_time_minutes": 23,
222
+ "moving_time_minutes": 2,
223
+ "active_period_count": 13,
224
+ "longest_inactive_period_minutes": 88,
225
  "visitor_count": 1,
226
  "fall_count": 1
227
  },
 
229
  {
230
  "question_id": "q_lunch",
231
  "text": "Did he eat lunch today?",
232
+ "answer": "It was not observed on camera whether he ate lunch today.",
233
  "evidence_event_ids": []
234
  },
235
  {
236
  "question_id": "q_visitors",
237
  "text": "Did anyone visit today?",
238
+ "answer": "Yes, 1 visitor was observed on camera. A man arrived at 12:50:48 and left at 12:55:45 (about 5 minutes).",
239
  "evidence_event_ids": [
240
+ "event_005"
241
  ]
242
  },
243
  {
244
  "question_id": "q_activity",
245
  "text": "Was he less active than usual?",
246
+ "answer": "Today he was active for 23 minutes, compared with an average of 8 minutes over the previous days.",
247
  "evidence_event_ids": []
248
  },
249
  {
250
  "question_id": "q_time_1100",
251
  "text": "What happened at 11:00 AM?",
252
+ "answer": "Nothing was observed on camera at 11:00 AM.",
253
+ "evidence_event_ids": []
 
 
254
  }
255
  ],
256
  "open_questions": {
 
273
  ],
274
  "example": {
275
  "question": "Did he fall today?",
276
+ "answer": "Yes, he fell today.",
277
  "confidence": "high",
278
  "evidence_event_ids": [
279
+ "event_002"
280
  ]
281
  }
282
  },
 
308
  "description": "A man is seen sitting at his desk, then stands up, puts on a jacket, and later pulls out an orange vest from his bag. He does not fall or lose balance at any point during the clip."
309
  }
310
  ],
311
+ "llm_seconds": 19.2,
312
  "disclaimer": "This summary was generated from camera-based VLM analysis. It may not capture every activity and does not provide a medical diagnosis."
313
  }
results/day_11_1fps/json_summary/daily_summary.txt CHANGED
@@ -1,21 +1,20 @@
1
  People:
2
- - Person A - resident (elderly, man, light top, grey short hair, glasses); present 00:17:31-00:33:20, 00:38:50-00:41:10, 00:44:52-01:47:03, 03:49:01-03:52:49, 03:55:45-03:55:45, 03:57:55-05:38:41, 06:57:08-08:07:00 (254 min total)
3
- - Person B - brief visitor (adult, man, dark top, grey short hair, glasses); present 02:45:52-02:46:07 (0 min total)
4
 
5
  1. Timeline:
6
  00:00:00 - 00:17:31: Nobody visible on camera.
7
- 00:17:31 - 00:21:17: Person A sits at the desk and works at the computer.
8
- 00:21:17 - 00:33:20: Person A continues working at the computer, writes on paper, organizes papers, and reads them.
9
- 00:33:20 - 00:36:06: Person A is still at the desk.
10
- 00:36:06 - 00:38:50: Person A falls and remains on the floor.
11
- 00:38:50 - 00:41:10: Person A gets up, moves a chair, and remains still.
12
- 00:41:10 - 01:47:03: Person A sits at the desk working on a computer, types, and eventually leaves the room.
13
- 01:47:03 - 03:49:01: Nobody visible on camera.
14
- 03:49:01 - 03:55:45: Person A enters the room, talks to another man, works on the computer, and leaves.
15
- 04:00:32 - 05:38:41: Person A sits at the desk working on the computer, uses the phone, and continues working.
16
- 05:38:41 - 06:57:08: Nobody visible on camera.
17
- 06:57:08 - 08:07:00: Person A enters the room, uses the computer, and works throughout the time.
18
- 08:07:00 - 08:12:48: Nobody visible on camera.
19
 
20
  2. Notable events:
21
- 00:36:06 - 00:36:16: Person A falls near a small table, lying on his back with arms and legs spread out. He remains motionless for the rest of the clip.
 
1
  People:
2
+ - Person A - resident (elderly, man, light top, dark pants, grey short hair, glasses); present 00:17:41-00:33:10, 00:35:37-01:46:53, 02:45:52-02:46:07, 03:49:01-03:55:45, 03:58:05-05:38:41, 06:57:18-08:06:46 (263 min total)
3
+ - Person B - brief visitor (adult, man, light top, dark pants, dark short hair); present 03:50:48-03:55:45 (4 min total)
4
 
5
  1. Timeline:
6
  00:00:00 - 00:17:31: Nobody visible on camera.
7
+ 00:17:41 - 00:33:20: Person A sits at the desk working on a computer
8
+ 00:36:06 - 00:38:50: Person A falls and then enters the room, walks to the desk, and interacts with papers
9
+ 00:38:50 - 01:47:03: Person A works on computer, organizes papers, talks on phone, and prepares to leave
10
+ 01:47:03 - 03:49:01: nobody visible on camera
11
+ 03:49:01 - 03:55:45: Person A enters the room, removes coat, sits at desk, and talks to Person B
12
+ 03:55:45 - 03:57:55: nobody visible on camera
13
+ 03:57:55 - 04:00:29: Person A sits at desk working on computer
14
+ 04:07:55 - 05:38:41: Person A works on computer, touches head, uses phone, and prepares to leave
15
+ 05:38:41 - 06:57:08: nobody visible on camera
16
+ 06:57:08 - 08:07:00: Person A enters the room, uses computer, talks on phone, and prepares to leave
17
+ 08:07:00 - 08:12:48: nobody visible on camera
 
18
 
19
  2. Notable events:
20
+ 00:36:06 - 00:36:16: Person A falls after walking into the office and collapsing onto the floor near a small table, lying motionless for the rest of the clip.
results/day_11_1fps/json_summary/reduce_log.txt CHANGED
@@ -1,102 +1,108 @@
1
- Person A - RESIDENT (elderly, man, light top, grey short hair, glasses). Present 00:17:31-00:33:20, 00:38:50-00:41:10, 00:44:52-01:47:03, 03:49:01-03:52:49, 03:55:45-03:55:45, 03:57:55-05:38:41, 06:57:08-08:07:00.
2
- [00:17:31 - 00:19:29] sits at the desk
3
- [00:19:29 - 00:20:08] stands up and walks to the door
4
- [00:20:08 - 00:21:17] enters the room and sits at the desk
5
- [00:21:17 - 00:27:31] works at the computer
6
- [00:27:31 - 00:30:28] sits at desk working on computer
7
- [00:30:28 - 00:31:17] writes on paper
8
- [00:31:17 - 00:32:29] organizes papers and puts them in a bag
9
- [00:32:29 - 00:33:20] reads papers while sitting at desk
10
  [00:33:20 - 00:33:20] ...
11
  [00:36:06 - 00:36:16] FALL (verified) - Person A (RESIDENT): A man in a beige sweater walks into the office and then collapses onto the floor near a small table, lying on his back with his arms and legs spread out. He remains motionless for the rest of the clip.
12
  [00:38:50 - 00:38:54] enters the room
13
  [00:38:54 - 00:39:08] walks to the desk
14
  [00:39:08 - 00:39:19] looks at the computer screen
15
- [00:39:19 - 00:39:27] moves papers on the desk
16
- [00:39:27 - 00:39:51] walks to the table and lies down
17
- [00:40:10 - 00:40:21] gets up from the floor
18
- [00:40:21 - 00:40:29] moves a chair
19
- [00:40:29 - 00:41:10] ...
20
  [00:44:52 - 00:54:52] sits at the desk working on a laptop
21
  [00:54:52 - 01:00:30] sits at the desk using a laptop
22
  [01:00:30 - 01:01:16] uses a phone
23
- [01:01:16 - 01:04:52] sits at the desk using a computer
24
- [01:04:52 - 01:12:40] sits at the desk working on a computer
25
- [01:12:40 - 01:13:15] talks on the phone
26
- [01:13:15 - 01:14:52] types on the keyboard
27
- [01:14:52 - 01:24:52] sitting at a desk working on a computer
28
- [01:24:52 - 01:24:52] answering phone call
29
- [01:24:52 - 01:24:52] looking at phone
30
- [01:24:52 - 01:24:52] answering phone call
31
- [01:24:52 - 01:34:22] sits at desk using computer
32
- [01:34:22 - 01:34:52] uses phone
33
- [01:34:52 - 01:44:52] sits at the desk working on a computer
34
- [01:44:52 - 01:44:52] stands up from the chair
35
- [01:44:52 - 01:44:52] sits back down on the chair
36
- [01:44:52 - 01:44:52] works on the computer
37
- [01:44:52 - 01:47:03] sits at the desk working on a computer
38
  [01:47:03 - 01:47:03] stands up and walks to the left side of the room
39
  [01:47:03 - 01:47:03] picks up a book from the desk and walks to the right side of the room
40
- [01:47:03 - 01:47:03] puts the book on a chair and picks up a backpack
41
- [01:47:03 - 01:47:03] puts the backpack on his back and walks to the door
42
- [01:47:03 - 01:47:03] leaves the room
 
 
 
 
 
43
  [03:49:01 - 03:49:16] enters the room
44
- [03:49:16 - 03:49:24] removes jacket
45
- [03:49:24 - 03:50:47] sits at the desk and talks to another man
46
- [03:50:47 - 03:51:38] works on computer
47
- [03:51:38 - 03:52:49] talks to another man
48
- [03:55:45 - 03:55:45] packs up and leaves
49
  [03:57:55 - 03:58:07] sits on the chair
50
  [03:58:07 - 03:58:10] stands up
51
- [03:58:10 - 04:00:32] walks around the room
52
- [04:00:32 - 04:07:55] sits at the desk and uses the computer
53
- [04:07:55 - 04:17:55] sits at the desk working on a computer
54
- [04:17:55 - 04:17:55] raises hand to head
55
- [04:17:55 - 04:17:55] types on keyboard
56
- [04:17:55 - 04:27:55] sitting at a desk using a computer
57
- [04:27:55 - 04:37:55] sits at the desk working on computer
58
- [04:37:55 - 04:37:55] uses phone
59
- [04:37:55 - 04:37:55] uses computer
60
- [04:37:55 - 04:37:55] uses phone
61
- [04:37:55 - 04:37:55] uses computer
62
- [04:37:55 - 04:37:55] ** uses phone **
63
- [04:37:55 - 04:37:55] ** uses computer **
64
- [04:37:55 - 04:37:55] ** uses phone **
65
  [04:37:55 - 04:38:24] sits at the desk
66
- [04:38:24 - 04:47:55] uses computer
 
 
 
 
67
  [04:47:55 - 04:57:55] sits at the desk using a computer
68
- [04:57:55 - 05:07:55] sitting at a desk using a computer
 
 
 
69
  [05:07:55 - 05:17:55] sits at the desk using a computer
70
  [05:17:55 - 05:27:55] sitting at a desk using a computer
71
- [05:27:55 - 05:37:55] sits at the desk using a computer
 
 
 
 
72
  [05:37:55 - 05:37:58] sits at the desk
73
  [05:37:58 - 05:38:07] uses phone
74
- [05:38:07 - 05:38:19] puts phone in backpack
75
- [05:38:19 - 05:38:30] takes papers from backpack
76
- [05:38:30 - 05:38:41] puts on jacket
77
- [05:38:41 - 05:38:41] ** leaves the room **
78
- [06:57:08 - 06:57:11] enters the room
79
- [06:57:11 - 06:57:20] removes jacket
80
- [06:57:20 - 07:01:33] sits at the desk and uses computer
81
- [07:01:33 - 07:07:08] ...
 
 
82
  [07:07:08 - 07:37:50] sits at the desk using a computer
83
  [07:37:50 - 07:38:21] reaches for a backpack and places it on the floor
84
  [07:38:21 - 07:38:33] reaches for a printer and places it on the desk
85
- [07:38:33 - 07:41:44] sits at the desk using a computer
86
- [07:41:44 - 07:42:35] uses phone and then returns to computer
87
- [07:42:35 - 07:47:22] sits at the desk using a computer
88
- [07:47:22 - 07:52:00] sits at the desk using a laptop
89
- [07:52:00 - 07:57:08] sits at the desk using a computer
90
- [07:57:08 - 07:57:10] sits at the desk
91
- [07:57:10 - 08:02:06] works on computer
92
- [08:02:06 - 08:02:21] talks on phone
93
- [08:02:21 - 08:02:35] puts phone down
94
- [08:02:35 - 08:07:00] ...
 
 
95
 
96
- Person B - BRIEF VISITOR (adult, man, dark top, grey short hair, glasses). Present 02:45:52-02:46:07.
97
- [02:45:52 - 02:45:54] enters the room
98
- [02:45:54 - 02:46:03] sits at the desk
99
- [02:46:03 - 02:46:05] stands up
100
- [02:46:05 - 02:46:07] leaves the room
101
 
102
- Not visible on camera: 00:00:00-00:17:31, 00:33:20-00:34:52, 01:47:03-03:49:01, 03:55:45-04:00:32, 05:38:41-06:57:08, 08:07:00-08:12:48
 
1
+ Person A - RESIDENT (elderly, man, light top, dark pants, grey short hair, glasses). Present 00:17:41-00:33:10, 00:35:37-01:46:53, 02:45:52-02:46:07, 03:49:01-03:55:45, 03:58:05-05:38:41, 06:57:18-08:06:46.
2
+ [00:17:31 - 00:19:29] sits at the desk, working on a computer
3
+ [00:19:29 - 00:20:05] stands up and walks to the door
4
+ [00:20:05 - 00:20:18] enters the room and sits at the desk
5
+ [00:20:18 - 00:27:31] ...
6
+ [00:27:31 - 00:30:24] sits at the desk working on a computer
7
+ [00:30:24 - 00:30:48] writes on paper
8
+ [00:30:48 - 00:32:19] organizes papers and puts them in a bag
9
+ [00:32:19 - 00:33:20] reads papers while sitting at the desk
10
  [00:33:20 - 00:33:20] ...
11
  [00:36:06 - 00:36:16] FALL (verified) - Person A (RESIDENT): A man in a beige sweater walks into the office and then collapses onto the floor near a small table, lying on his back with his arms and legs spread out. He remains motionless for the rest of the clip.
12
  [00:38:50 - 00:38:54] enters the room
13
  [00:38:54 - 00:39:08] walks to the desk
14
  [00:39:08 - 00:39:19] looks at the computer screen
15
+ [00:39:19 - 00:39:31] walks to the table and picks up papers
16
+ [00:39:31 - 00:40:10] ...and then lies on the floor
17
+ [00:40:10 - 00:40:29] ...and then sits up
18
+ [00:40:29 - 00:41:11] ...and then walks to the desk and sits down
19
+ [00:41:11 - 00:44:52] works on computer
20
  [00:44:52 - 00:54:52] sits at the desk working on a laptop
21
  [00:54:52 - 01:00:30] sits at the desk using a laptop
22
  [01:00:30 - 01:01:16] uses a phone
23
+ [01:01:16 - 01:12:40] sits at the desk using a computer
24
+ [01:12:40 - 01:13:17] talks on the phone
25
+ [01:13:17 - 01:14:52] uses the computer
26
+ [01:14:52 - 01:23:51] sits at the desk working on a computer
27
+ [01:17:46 - 01:24:52] writes on a notepad
28
+ [01:23:52 - 01:24:52] talks on the phone
29
+ [01:24:52 - 01:47:03] sits at the desk working on a computer
 
 
 
 
 
 
 
 
30
  [01:47:03 - 01:47:03] stands up and walks to the left side of the room
31
  [01:47:03 - 01:47:03] picks up a book from the desk and walks to the right side of the room
32
+ [01:47:03 - 01:47:03] puts the book on the desk and picks up a backpack
33
+ [01:47:03 - 01:47:03] puts the backpack on a chair
34
+ [01:47:03 - 01:47:03] picks up a jacket from a hook on the door and puts it on
35
+ [01:47:03 - 01:47:03] ...and puts it in his backpack
36
+ [02:45:52 - 02:45:54] enters the room
37
+ [02:45:54 - 02:46:03] sits at the desk
38
+ [02:46:03 - 02:46:05] stands up
39
+ [02:46:05 - 02:46:07] leaves the room
40
  [03:49:01 - 03:49:16] enters the room
41
+ [03:49:16 - 03:49:24] removes coat and places it on the door hook
42
+ [03:49:24 - 03:50:48] sits at the desk and talks to another man
43
+ [03:50:48 - 03:51:39] works on computer
44
+ [03:51:39 - 03:55:45] ...
 
45
  [03:57:55 - 03:58:07] sits on the chair
46
  [03:58:07 - 03:58:10] stands up
47
+ [03:58:10 - 04:00:29] sits at the desk working on computer
48
+ [04:07:55 - 04:15:34] sits at the desk working on a computer
49
+ [04:15:34 - 04:15:36] touches head
50
+ [04:15:36 - 04:17:55] types on keyboard
51
+ [04:17:55 - 04:17:55] touches head
52
+ [04:17:55 - 04:17:55] ...
53
+ [04:17:55 - 04:27:35] sits at a desk and uses a computer
54
+ [04:27:55 - 04:37:55] sits at the desk working on a computer
55
+ [04:28:14 - 04:37:55] uses computer
56
+ [04:28:14 - 04:28:46] uses phone
57
+ [04:28:46 - 04:29:59] uses computer
58
+ [04:29:59 - 04:30:59] ...
 
 
59
  [04:37:55 - 04:38:24] sits at the desk
60
+ [04:37:55 - 04:37:55] uses phone
61
+ [04:38:24 - 04:38:28] drinks from a cup
62
+ [04:38:28 - 04:47:55] uses computer
63
+ [04:47:55 - 04:47:55] talks on phone
64
+ [04:47:55 - 04:47:55] ...
65
  [04:47:55 - 04:57:55] sits at the desk using a computer
66
+ [04:57:55 - 05:07:55] sitting at the desk using a computer
67
+ [05:07:55 - 05:07:55] touching head
68
+ [05:07:55 - 05:07:55] using phone
69
+ [05:07:55 - 05:07:55] touching head
70
  [05:07:55 - 05:17:55] sits at the desk using a computer
71
  [05:17:55 - 05:27:55] sitting at a desk using a computer
72
+ [05:27:55 - 05:35:28] sits at the desk working on a computer
73
+ [05:35:28 - 05:35:31] raises hands to head
74
+ [05:35:31 - 05:35:47] puts hands on head
75
+ [05:35:47 - 05:36:02] puts hands on keyboard
76
+ [05:36:02 - 05:37:55] ...
77
  [05:37:55 - 05:37:58] sits at the desk
78
  [05:37:58 - 05:38:07] uses phone
79
+ [05:38:07 - 05:38:12] puts phone in pocket
80
+ [05:38:12 - 05:38:19] reaches for backpack
81
+ [05:38:19 - 05:38:26] takes papers from backpack
82
+ [05:38:26 - 05:38:30] reads papers
83
+ [05:38:30 - 05:38:37] (puts on) jacket
84
+ [05:38:37 - 05:38:41] (leaves) room
85
+ [06:57:08 - 06:57:13] enters the room
86
+ [06:57:13 - 06:57:20] removes jacket
87
+ [06:57:20 - 07:01:44] sits at the desk and uses computer
88
+ [07:01:44 - 07:07:08] ...
89
  [07:07:08 - 07:37:50] sits at the desk using a computer
90
  [07:37:50 - 07:38:21] reaches for a backpack and places it on the floor
91
  [07:38:21 - 07:38:33] reaches for a printer and places it on the desk
92
+ [07:38:33 - 07:39:45] sits at the desk using a computer
93
+ [07:39:45 - 07:42:04] uses phone while sitting at the desk
94
+ [07:47:08 - 07:47:22] sits at the desk using a computer
95
+ [07:47:22 - 07:51:10] uses a laptop
96
+ [07:51:10 - 07:57:08] uses a computer
97
+ [07:57:08 - 08:02:06] sits at the desk working on a computer
98
+ [08:02:06 - 08:02:31] uses phone
99
+ [08:02:31 - 08:03:25] talks on phone
100
+ [08:03:25 - 08:04:27] uses computer
101
+ [08:04:27 - 08:05:31] talks on phone
102
+ [08:05:31 - 08:07:00] ...
103
+ [08:07:00 - 08:07:00] puts on a jacket and vest, picks up a backpack, and leaves the room
104
 
105
+ Person B - BRIEF VISITOR (adult, man, light top, dark pants, dark short hair). Present 03:50:48-03:55:45.
106
+ [03:50:48 - 03:55:45] enters the room, sits on a chair, and talks to man 1
 
 
 
107
 
108
+ Not visible on camera: 00:00:00-00:17:31, 00:33:20-00:34:52, 01:14:52-01:17:46, 01:47:03-03:49:01, 03:55:45-03:57:55, 04:00:29-04:07:55, 04:47:55-04:57:55, 05:38:41-06:57:08, 07:39:45-07:40:56, 08:07:00-08:12:48
results/day_11_1fps/json_summary/segments_structured.json CHANGED
@@ -21,7 +21,7 @@
21
  "end": 1651.0,
22
  "skipped": false,
23
  "index": 1,
24
- "raw_response": "{\"people\": [{\"id\": 1, \"sex\": \"man\", \"age\": \"elderly\", \"top\": \"light\", \"glasses\": \"yes\", \"hair_length\": \"short\", \"hair_color\": \"grey\", \"at_start\": \"center\", \"at_end\": \"center\", \"activities\": [{\"start\": \"00:00\", \"end\": \"01:58\", \"action\": \"sits at the desk\"}, {\"start\": \"01:58\", \"end\": \"02:37\", \"action\": \"stands up and walks to the door\"}, {\"start\": \"02:37\", \"end\": \"03:46\", \"action\": \"enters the room and sits at the desk\"}, {\"start\": \"03:46\", \"end\": \"27:19\", \"action\": \"works at the computer\"}]}], \"empty\": [{\"start\": \"01:58\", \"end\": \"02:37\"}]}",
25
  "parse_error": null,
26
  "conformance_errors": [],
27
  "normalized": {
@@ -30,31 +30,32 @@
30
  "sex": "man",
31
  "age": "elderly",
32
  "top": "light",
 
33
  "glasses": "yes",
34
  "hair_length": "short",
35
  "hair_color": "grey",
36
- "at_start": "center",
37
  "at_end": "center",
38
  "activities": [
39
  {
40
  "start": 1051.0,
41
  "end": 1169.0,
42
- "action": "sits at the desk"
43
  },
44
  {
45
  "start": 1169.0,
46
- "end": 1208.0,
47
  "action": "stands up and walks to the door"
48
  },
49
  {
50
- "start": 1208.0,
51
- "end": 1277.0,
52
  "action": "enters the room and sits at the desk"
53
  },
54
  {
55
- "start": 1277.0,
56
  "end": 1651.0,
57
- "action": "works at the computer"
58
  }
59
  ],
60
  "presence": [
@@ -68,9 +69,9 @@
68
  "empty": []
69
  },
70
  "stats": {
71
- "prompt_tokens": 97503,
72
- "generated_tokens": 218,
73
- "latency_seconds": 36.72,
74
  "finish_reason": "stop"
75
  },
76
  "guided": true
@@ -80,7 +81,7 @@
80
  "end": 2000.0,
81
  "skipped": false,
82
  "index": 2,
83
- "raw_response": "{\"people\": [{\"id\": 1, \"sex\": \"man\", \"age\": \"adult\", \"top\": \"light\", \"glasses\": \"yes\", \"hair_length\": \"short\", \"hair_color\": \"grey\", \"at_start\": \"center\", \"at_end\": \"absent\", \"activities\": [{\"start\": \"00:00\", \"end\": \"02:57\", \"action\": \"sits at desk working on computer\"}, {\"start\": \"02:57\", \"end\": \"03:46\", \"action\": \"writes on paper\"}, {\"start\": \"03:46\", \"end\": \"04:58\", \"action\": \"organizes papers and puts them in a bag\"}, {\"start\": \"04:58\", \"end\": \"11:39\", \"action\": \"reads papers while sitting at desk\"}, {\"start\": \"11:39\", \"end\": \"12:36\", \"action\": \"...\"}]}], \t\"empty\": [{\"start\": \t\"12:36\",\n\t\t\"end\":\n\t\t\"19:59\"}]}",
84
  "parse_error": null,
85
  "conformance_errors": [],
86
  "normalized": {
@@ -89,6 +90,7 @@
89
  "sex": "man",
90
  "age": "adult",
91
  "top": "light",
 
92
  "glasses": "yes",
93
  "hair_length": "short",
94
  "hair_color": "grey",
@@ -97,23 +99,23 @@
97
  "activities": [
98
  {
99
  "start": 1651.0,
100
- "end": 1828.0,
101
- "action": "sits at desk working on computer"
102
  },
103
  {
104
- "start": 1828.0,
105
- "end": 1877.0,
106
  "action": "writes on paper"
107
  },
108
  {
109
- "start": 1877.0,
110
- "end": 1949.0,
111
  "action": "organizes papers and puts them in a bag"
112
  },
113
  {
114
- "start": 1949.0,
115
  "end": 2000.0,
116
- "action": "reads papers while sitting at desk"
117
  },
118
  {
119
  "start": 2000.0,
@@ -132,9 +134,9 @@
132
  "empty": []
133
  },
134
  "stats": {
135
- "prompt_tokens": 94753,
136
- "generated_tokens": 251,
137
- "latency_seconds": 27.32,
138
  "finish_reason": "stop"
139
  },
140
  "guided": true
@@ -159,7 +161,7 @@
159
  "end": 2692.0,
160
  "skipped": false,
161
  "index": 4,
162
- "raw_response": "{\"people\": [{\"id\": 1, \"sex\": \"man\", \"age\": \"elderly\", \"top\": \"light\", \"glasses\": \"yes\", \"hair_length\": \"short\", \"hair_color\": \"grey\", \"at_start\": \"left\", \"at_end\": \"center\", \"activities\": [{\"start\": \"03:58\", \"end\": \"04:02\", \"action\": \"enters the room\"}, {\"start\": \"04:02\", \"end\": \"04:16\", \"action\": \"walks to the desk\"}, {\"start\": \"04:16\", \"end\": \"04:27\", \"action\": \"looks at the computer screen\"}, {\"start\": \"04:27\", \"end\": \"04:35\", \"action\": \"moves papers on the desk\"}, {\"start\": \"04:35\", \"end\": \"04:59\", \"action\": \"walks to the table and lies down\"}, {\"start\": \"05:18\", \"end\": \"05:29\", \"action\": \"gets up from the floor\"}, {\"start\": \"05:29\", \"end\": \"05:37\", \"action\": \"moves a chair\"}, {\"start\": \"05:37\", \"end\": \"06:18\", \"action\": \"...\"}]}], \t\"empty\": [{\"start\": \t\"38:18\",\n\t\t\"end\":\n\t\t\"38:26\"\n\t}]}",
163
  "parse_error": null,
164
  "conformance_errors": [],
165
  "normalized": {
@@ -168,11 +170,12 @@
168
  "sex": "man",
169
  "age": "elderly",
170
  "top": "light",
 
171
  "glasses": "yes",
172
  "hair_length": "short",
173
  "hair_color": "grey",
174
  "at_start": "absent",
175
- "at_end": "absent",
176
  "activities": [
177
  {
178
  "start": 2330.0,
@@ -191,34 +194,34 @@
191
  },
192
  {
193
  "start": 2359.0,
194
- "end": 2367.0,
195
- "action": "moves papers on the desk"
196
  },
197
  {
198
- "start": 2367.0,
199
- "end": 2391.0,
200
- "action": "walks to the table and lies down"
201
  },
202
  {
203
  "start": 2410.0,
204
- "end": 2421.0,
205
- "action": "gets up from the floor"
206
- },
207
- {
208
- "start": 2421.0,
209
  "end": 2429.0,
210
- "action": "moves a chair"
211
  },
212
  {
213
  "start": 2429.0,
214
- "end": 2470.0,
215
- "action": "..."
 
 
 
 
 
216
  }
217
  ],
218
  "presence": [
219
  [
220
  2330.0,
221
- 2470.0
222
  ]
223
  ]
224
  }
@@ -226,9 +229,9 @@
226
  "empty": []
227
  },
228
  "stats": {
229
- "prompt_tokens": 97503,
230
- "generated_tokens": 338,
231
- "latency_seconds": 29.38,
232
  "finish_reason": "stop"
233
  },
234
  "guided": true
@@ -238,7 +241,7 @@
238
  "end": 3292.0,
239
  "skipped": false,
240
  "index": 5,
241
- "raw_response": "{\"people\": [{\"id\": 1, \"sex\": \"man\", \"age\": \"elderly\", \"top\": \"light\", \"glasses\": \"yes\", \"hair_length\": \"short\", \"hair_color\": \"grey\", \"at_start\": \"center\", \"at_end\": \"center\", \"activities\": [{\"start\": \"00:00\", \"end\": \"53:45\", \"action\": \"sits at the desk working on a laptop\"}]}], \"empty\": [{\"start\": \"53:45\", \"end\": \"54:00\"}]}",
242
  "parse_error": null,
243
  "conformance_errors": [],
244
  "normalized": {
@@ -247,6 +250,7 @@
247
  "sex": "man",
248
  "age": "elderly",
249
  "top": "light",
 
250
  "glasses": "yes",
251
  "hair_length": "short",
252
  "hair_color": "grey",
@@ -270,9 +274,9 @@
270
  "empty": []
271
  },
272
  "stats": {
273
- "prompt_tokens": 97503,
274
- "generated_tokens": 127,
275
- "latency_seconds": 26.18,
276
  "finish_reason": "stop"
277
  },
278
  "guided": true
@@ -282,7 +286,7 @@
282
  "end": 3892.0,
283
  "skipped": false,
284
  "index": 6,
285
- "raw_response": "{\"people\": [{\"id\": 1, \"sex\": \"man\", \"age\": \"elderly\", \"top\": \"light\", \"glasses\": \"yes\", \"hair_length\": \"short\", \"hair_color\": \"grey\", \"at_start\": \"center\", \"at_end\": \"center\", \"activities\": [{\"start\": \"00:00\", \"end\": \"05:38\", \"action\": \"sits at the desk using a laptop\"}, {\"start\": \"05:38\", \"end\": \"06:24\", \"action\": \"uses a phone\"}, {\"start\": \"06:24\", \"end\": \"12:17\", \"action\": \"sits at the desk using a computer\"}]}], \"empty\": [{\"start\": \"12:17\", \"end\": \"12:39\"}]}",
286
  "parse_error": null,
287
  "conformance_errors": [],
288
  "normalized": {
@@ -291,6 +295,7 @@
291
  "sex": "man",
292
  "age": "elderly",
293
  "top": "light",
 
294
  "glasses": "yes",
295
  "hair_length": "short",
296
  "hair_color": "grey",
@@ -324,9 +329,9 @@
324
  "empty": []
325
  },
326
  "stats": {
327
- "prompt_tokens": 97503,
328
- "generated_tokens": 187,
329
- "latency_seconds": 26.93,
330
  "finish_reason": "stop"
331
  },
332
  "guided": true
@@ -336,7 +341,7 @@
336
  "end": 4492.0,
337
  "skipped": false,
338
  "index": 7,
339
- "raw_response": "{\"people\": [{\"id\": 1, \"sex\": \"man\", \"age\": \"elderly\", \"top\": \"light\", \"glasses\": \"no\", \"hair_length\": \"short\", \"hair_color\": \"grey\", \"at_start\": \"center\", \"at_end\": \"center\", \"activities\": [{\"start\": \"00:00\", \"end\": \"07:48\", \"action\": \"sits at the desk working on a computer\"}, {\"start\": \"07:48\", \"end\": \"08:23\", \"action\": \"talks on the phone\"}, {\"start\": \"08:23\", \"end\": \"14:59\", \"action\": \"types on the keyboard\"}]}], \"empty\": [{\"start\": \"14:59\", \"end\": \"15:00\"}]}",
340
  "parse_error": null,
341
  "conformance_errors": [],
342
  "normalized": {
@@ -345,6 +350,7 @@
345
  "sex": "man",
346
  "age": "elderly",
347
  "top": "light",
 
348
  "glasses": "no",
349
  "hair_length": "short",
350
  "hair_color": "grey",
@@ -354,17 +360,17 @@
354
  {
355
  "start": 3892.0,
356
  "end": 4360.0,
357
- "action": "sits at the desk working on a computer"
358
  },
359
  {
360
  "start": 4360.0,
361
- "end": 4395.0,
362
  "action": "talks on the phone"
363
  },
364
  {
365
- "start": 4395.0,
366
  "end": 4492.0,
367
- "action": "types on the keyboard"
368
  }
369
  ],
370
  "presence": [
@@ -378,9 +384,9 @@
378
  "empty": []
379
  },
380
  "stats": {
381
- "prompt_tokens": 97503,
382
- "generated_tokens": 186,
383
- "latency_seconds": 27.1,
384
  "finish_reason": "stop"
385
  },
386
  "guided": true
@@ -390,7 +396,7 @@
390
  "end": 5092.0,
391
  "skipped": false,
392
  "index": 8,
393
- "raw_response": "{\"people\": [{\"id\": 1, \"sex\": \"man\", \"age\": \"elderly\", \"top\": \"light\", \"glasses\": \"yes\", \"hair_length\": \"short\", \"hair_color\": \"grey\", \"at_start\": \"center\", \"at_end\": \"center\", \"activities\": [{\"start\": \"00:00\", \"end\": \"50:59\", \"action\": \"sitting at a desk working on a computer\"}, {\"start\": \"51:00\", \"end\": \"51:23\", \"action\": \"answering phone call\"}, {\"start\": \"51:24\", \"end\": \"51:37\", \"action\": \"looking at phone\"}, {\"start\": \"51:38\", \"end\": \"52:26\", \"action\": \"answering phone call\"}]}], \"empty\": []}",
394
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395
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402
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403
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417
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460
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461
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462
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463
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509
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510
  "glasses": "yes",
511
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512
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531
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533
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566
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567
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568
  "top": "light",
 
569
  "glasses": "yes",
570
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571
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594
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596
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599
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601
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602
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603
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604
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605
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620
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621
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644
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645
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647
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650
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651
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652
  "top": "dark",
 
653
  "glasses": "yes",
654
  "hair_length": "short",
655
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718
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719
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720
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721
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724
  "sex": "man",
725
  "age": "elderly",
726
  "top": "light",
 
727
  "glasses": "yes",
728
  "hair_length": "short",
729
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@@ -738,36 +735,51 @@
738
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739
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740
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741
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742
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743
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744
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745
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746
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747
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749
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750
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752
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754
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759
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762
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763
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764
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767
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768
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769
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770
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771
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772
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773
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812
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813
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814
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815
  "glasses": "yes",
816
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817
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818
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819
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820
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821
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831
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871
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876
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877
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878
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879
  "glasses": "yes",
880
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881
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@@ -884,18 +893,28 @@
884
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885
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886
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887
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889
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890
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891
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892
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894
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899
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925
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926
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927
  "normalized": {
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930
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931
  "age": "adult",
932
  "top": "light",
 
933
  "glasses": "no",
934
  "hair_length": "short",
935
  "hair_color": "grey",
@@ -938,14 +958,14 @@
938
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939
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940
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941
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943
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950
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965
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971
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974
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975
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976
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977
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978
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979
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980
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981
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987
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991
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992
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993
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994
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1009
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1010
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1012
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1015
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1017
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1019
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1020
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1022
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1023
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1032
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1033
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1034
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1036
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1038
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1048
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1050
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1053
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1054
  "age": "elderly",
1055
  "top": "light",
 
1056
  "glasses": "no",
1057
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1058
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1066
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1067
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1068
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1069
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1070
  "action": "uses computer"
 
 
 
 
 
 
 
 
 
 
1071
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The diff for this file is too large to render. See raw diff
 
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- "output": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/test_video/day_11_1fps/stgcn/day_11_1fps_demo.mp4",
5
- "csv": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/test_video/day_11_1fps/stgcn/day_11_1fps_demo.csv",
6
  "checkpoint": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/checkpoint/action_model.pt",
7
  "class_mode": "binary",
8
  "class_names": [
@@ -13,8 +13,8 @@
13
  "threshold_source": "cli",
14
  "target_fps": 15.0,
15
  "window_size": 30,
16
- "seconds": 434.0293381214142,
17
- "save_seconds": 95.792,
18
  "memory": {
19
  "allocated_GiB": 1.148,
20
  "reserved_GiB": 1.848
 
1
  {
2
  "source": "/mnt/hdd8tb/datasets/day_11_1fps.mp4",
3
  "processed_source": "/mnt/hdd8tb/datasets/day_11_1fps.mp4",
4
+ "output": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/hf_results/day_11_1fps/stgcn/day_11_1fps_demo.mp4",
5
+ "csv": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/hf_results/day_11_1fps/stgcn/day_11_1fps_demo.csv",
6
  "checkpoint": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/checkpoint/action_model.pt",
7
  "class_mode": "binary",
8
  "class_names": [
 
13
  "threshold_source": "cli",
14
  "target_fps": 15.0,
15
  "window_size": 30,
16
+ "seconds": 479.5830409526825,
17
+ "save_seconds": 96.591,
18
  "memory": {
19
  "allocated_GiB": 1.148,
20
  "reserved_GiB": 1.848
results/day_11_1fps/verify/verdicts.json CHANGED
@@ -43,9 +43,9 @@
43
  ],
44
  "image_visual_token_counts": []
45
  },
46
- "latency_seconds": 4.535,
47
- "clip_save_seconds": 0.389,
48
- "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/test_video/day_11_1fps/verify/clips/event_000_rejected.mp4"
49
  },
50
  {
51
  "event_id": 1,
@@ -86,9 +86,9 @@
86
  ],
87
  "image_visual_token_counts": []
88
  },
89
- "latency_seconds": 4.677,
90
- "clip_save_seconds": 0.359,
91
- "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/test_video/day_11_1fps/verify/clips/event_001_confirmed.mp4"
92
  },
93
  {
94
  "event_id": 2,
@@ -129,9 +129,9 @@
129
  ],
130
  "image_visual_token_counts": []
131
  },
132
- "latency_seconds": 3.83,
133
- "clip_save_seconds": 0.309,
134
- "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/test_video/day_11_1fps/verify/clips/event_002_rejected.mp4"
135
  },
136
  {
137
  "event_id": 3,
@@ -172,14 +172,14 @@
172
  ],
173
  "image_visual_token_counts": []
174
  },
175
- "latency_seconds": 3.782,
176
- "clip_save_seconds": 0.38,
177
- "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/test_video/day_11_1fps/verify/clips/event_003_rejected.mp4"
178
  }
179
  ],
180
- "seconds": 18.3,
181
- "avg_event_latency_seconds": 4.206,
182
- "save_seconds": 1.437,
183
  "memory": {
184
  "available": true,
185
  "peak_allocated_gib": 13.235,
 
43
  ],
44
  "image_visual_token_counts": []
45
  },
46
+ "latency_seconds": 4.858,
47
+ "clip_save_seconds": 0.395,
48
+ "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/hf_results/day_11_1fps/verify/clips/event_000_rejected.mp4"
49
  },
50
  {
51
  "event_id": 1,
 
86
  ],
87
  "image_visual_token_counts": []
88
  },
89
+ "latency_seconds": 4.929,
90
+ "clip_save_seconds": 0.352,
91
+ "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/hf_results/day_11_1fps/verify/clips/event_001_confirmed.mp4"
92
  },
93
  {
94
  "event_id": 2,
 
129
  ],
130
  "image_visual_token_counts": []
131
  },
132
+ "latency_seconds": 4.081,
133
+ "clip_save_seconds": 0.31,
134
+ "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/hf_results/day_11_1fps/verify/clips/event_002_rejected.mp4"
135
  },
136
  {
137
  "event_id": 3,
 
172
  ],
173
  "image_visual_token_counts": []
174
  },
175
+ "latency_seconds": 4.113,
176
+ "clip_save_seconds": 0.386,
177
+ "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/hf_results/day_11_1fps/verify/clips/event_003_rejected.mp4"
178
  }
179
  ],
180
+ "seconds": 19.4,
181
+ "avg_event_latency_seconds": 4.495,
182
+ "save_seconds": 1.443,
183
  "memory": {
184
  "available": true,
185
  "peak_allocated_gib": 13.235,