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DEEP DIVE · SAVING-PRIVATE-RYAN

The full breakdown

Detection, audio and scene analysis across every frame of Saving Private Ryan — derived from object recognition, transcript alignment and shot segmentation.

← Back to Saving Private Ryan
1998War, Drama, History169.5 min● analyzed May 20, 2026
Total Detections
125,016
objects + faces
Unique Objects
80
distinct types
Detections / min
737.7
avg rate
Night Scenes
35.8%
low-light frames
Words Spoken
9,470
transcribed
Named Actors
15
face-id matched
SCENE BREAKDOWN

Distribution by type

100 scenes·17 distinct types detected
Outdoor
Night
Outdoor52.7%
Night14.5%
Empty8.0%
Romantic7.7%
Suspense4.9%
Nature4.7%
Armed2.5%
Day1.9%
Action1.2%
General0.8%
Intimate0.4%
Action crowd0.3%
Substance use0.2%
Indoor0.1%
Fight0.0%
Police chase0.0%
Chase0.0%
GLOSSARY

What each label means

Outdoor
Exterior locations — sky, open ground, natural light.
Night
Dark or nighttime lighting — mean luminance below 0.25.
Empty
No faces, low motion, no salient objects — establishing or transitional.
Romantic
Two-person framing with warm color flag + low motion + close proximity.
Suspense
Low motion + dark frame + low dialogue density — held tension.
Nature
Outdoor scenes with dominant foliage, water, or terrain — no urban geometry.
Armed
Firearms or bladed weapons detected in frame.
Day
Bright outdoor or daytime lighting.
Action
General high-motion footage that doesn’t fit a more specific subtype.
General
Default bucket — frame did not match any specific scene type.
Intimate
Two-person framing, close shot, low motion, sustained dialogue.
Action crowd
High motion + high people density — riots, battles, action set pieces.
Substance use
Smoking, drinking, or related object/gesture cues.
Indoor
Interior locations — ceilings, walls, controlled lighting.
Fight
Close-range physical combat — body contact, rapid pose changes.
Police chase
Vehicles + emergency colors / sirens detected.
Chase
Sustained pursuit — high motion vectors + vehicles or running figures.
SCENE LIST

100 sampled scenes · spread across runtime

#TypeRangeDurationFramesMotion
001night0:00 – 0:033.1s160.00
002day1:19 – 1:190.6s40.03
003outdoor3:25 – 3:260.4s30.20
004empty4:02 – 4:031.5s80.30
005outdoor5:06 – 5:070.6s40.17
006outdoor6:13 – 6:130.2s20.25
007outdoor6:55 – 6:561.1s60.15
008outdoor7:29 – 7:367.1s350.01
009day7:56 – 7:560.2s20.05
010night8:16 – 8:160.2s20.00
011day8:45 – 8:450.2s20.00
012outdoor9:43 – 10:0824.8s1200.10
013outdoor10:30 – 10:333.1s160.23
014outdoor11:23 – 11:230.0s10.90
015day12:13 – 12:130.0s10.10
016outdoor12:45 – 12:460.6s40.17
017outdoor12:59 – 13:022.3s120.19
018outdoor13:43 – 13:484.6s230.02
019night15:42 – 15:420.0s10.10
020outdoor17:02 – 17:086.7s330.11
021night18:00 – 18:000.0s10.10
022outdoor18:59 – 19:001.2s70.10
023outdoor20:13 – 20:140.8s50.10
024outdoor20:59 – 20:590.0s10.00
025outdoor21:42 – 21:430.2s20.10
026outdoor23:14 – 23:140.2s20.35
027night24:54 – 24:540.0s10.20
028night27:22 – 27:275.0s250.10
029general28:54 – 28:540.0s10.30
030night29:38 – 29:5516.7s810.73
031night31:58 – 32:089.6s470.20
032general34:10 – 34:100.0s10.40
033outdoor37:54 – 37:562.1s110.58
034general39:45 – 39:450.0s10.80
035general40:02 – 40:020.0s10.80
036general40:14 – 40:140.2s20.80
037outdoor40:29 – 40:301.7s90.51
038indoor40:44 – 40:451.2s70.92
039night46:15 – 46:150.2s20.00
040night46:49 – 46:490.0s10.10
041night47:35 – 47:372.1s110.26
042night49:11 – 49:121.0s60.20
043night50:14 – 50:140.2s20.35
044outdoor50:58 – 50:580.2s20.35
045outdoor51:45 – 51:450.0s10.20
046outdoor52:42 – 52:519.6s470.48
047night53:21 – 53:210.0s10.40
048outdoor54:26 – 54:293.5s180.10
049outdoor55:51 – 55:520.8s50.20
050night57:04 – 57:040.2s20.30
051night58:54 – 58:540.6s40.23
052outdoor59:50 – 59:500.0s10.00
053outdoor1:04:15 – 1:04:161.0s61.15
054night1:08:48 – 1:09:4859.9s2880.23
055outdoor1:15:47 – 1:15:524.6s230.19
056intimate1:18:26 – 1:18:260.0s10.20
057outdoor1:19:02 – 1:19:030.6s40.35
058outdoor1:20:48 – 1:21:4859.8s2880.33
059outdoor1:24:01 – 1:24:010.4s30.00
060outdoor1:28:03 – 1:28:1714.8s720.18
061night1:29:17 – 1:29:180.8s50.11
062outdoor1:30:06 – 1:30:093.1s160.26
063outdoor1:31:23 – 1:31:273.5s180.10
064night1:36:31 – 1:36:332.5s130.10
065outdoor1:43:00 – 1:43:2019.4s940.08
066outdoor1:47:41 – 1:48:4159.9s2880.40
067general1:51:37 – 1:51:380.6s40.50
068day1:55:50 – 1:55:500.0s11.00
069outdoor1:57:43 – 1:57:440.8s50.38
070armed1:58:49 – 1:58:490.0s10.50
071outdoor1:59:03 – 1:59:2724.4s1180.27
072night1:59:39 – 2:00:1232.9s1590.23
073night2:02:09 – 2:03:0959.8s2880.10
074outdoor2:04:15 – 2:04:150.2s20.35
075outdoor2:06:11 – 2:06:165.0s250.11
076outdoor2:08:45 – 2:08:461.5s80.16
077outdoor2:08:57 – 2:08:570.0s10.10
078outdoor2:10:14 – 2:10:140.0s10.40
079outdoor2:11:49 – 2:11:500.6s40.20
080night2:12:59 – 2:13:011.7s90.10
081intimate2:15:29 – 2:15:290.0s10.10
082night2:17:06 – 2:17:125.2s260.10
083intimate2:18:02 – 2:18:020.0s10.10
084outdoor2:19:13 – 2:19:130.4s30.10
085day2:20:05 – 2:20:050.6s40.05
086outdoor2:20:40 – 2:20:400.2s20.05
087armed2:21:14 – 2:21:140.0s10.70
088outdoor2:21:38 – 2:21:380.4s30.10
089outdoor2:22:30 – 2:22:300.0s10.10
090intimate2:22:52 – 2:22:520.0s10.20
091general2:23:08 – 2:23:080.4s30.30
092night2:24:58 – 2:25:001.5s80.29
093intimate2:27:28 – 2:27:280.0s10.10
094outdoor2:28:21 – 2:28:210.2s20.10
095outdoor2:31:27 – 2:31:280.8s50.15
096outdoor2:32:53 – 2:32:573.3s170.06
097outdoor2:34:01 – 2:34:032.1s110.10
098outdoor2:36:15 – 2:36:2914.0s680.14
099night2:37:50 – 2:37:500.0s10.10
100outdoor2:42:26 – 2:42:260.0s10.10