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DEEP DIVE · THE-DARK-KNIGHT

The full breakdown

Detection, audio and scene analysis across every frame of The Dark Knight — derived from object recognition, transcript alignment and shot segmentation.

← Back to The Dark Knight
2008Action, Crime, Thriller152.2 min● analyzed May 20, 2026
Total Detections
120,442
objects + faces
Unique Objects
81
distinct types
Detections / min
791.4
avg rate
Night Scenes
96.7%
low-light frames
Words Spoken
10,489
transcribed
Named Actors
15
face-id matched
SCENE BREAKDOWN

Distribution by type

100 scenes·18 distinct types detected
Night
Outdoor
Suspense
Night35.0%
Outdoor34.8%
Suspense17.5%
Empty6.7%
Romantic1.8%
Action1.4%
Nature1.0%
Action crowd0.7%
Intimate0.5%
Indoor0.2%
Fight0.2%
General0.1%
Chase0.1%
Armed0.1%
Police chase0.1%
Substance use0.0%
Large crowd0.0%
Vehicle heavy0.0%
GLOSSARY

What each label means

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

100 sampled scenes · spread across runtime

#TypeRangeDurationFramesMotion
001night0:00 – 0:033.3s170.01
002night0:37 – 1:2346.3s2230.97
003outdoor2:43 – 2:430.4s30.10
004outdoor3:35 – 3:350.0s10.20
005outdoor5:56 – 5:581.7s90.10
006outdoor8:52 – 8:520.0s10.10
007night9:09 – 9:4737.7s1820.02
008outdoor11:50 – 11:500.2s20.00
009night12:35 – 12:350.2s20.75
010night13:28 – 13:280.0s10.10
011night13:45 – 14:4559.9s2880.56
012night16:02 – 16:041.9s100.26
013night16:23 – 16:240.6s40.88
014night18:09 – 18:112.1s110.75
015night18:36 – 18:381.9s100.20
016outdoor19:18 – 19:180.0s10.20
017indoor19:43 – 19:441.0s61.27
018night20:09 – 20:090.0s11.90
019night20:13 – 20:162.5s131.21
020indoor20:35 – 20:360.4s31.38
021night21:29 – 21:4717.7s861.28
022night23:14 – 23:172.3s121.63
023night26:29 – 27:1546.1s2220.30
024night28:13 – 28:3521.9s1060.30
025action29:18 – 29:180.0s11.20
026general29:24 – 29:240.2s20.65
027outdoor29:31 – 29:354.0s200.19
028outdoor32:03 – 32:051.7s90.00
029indoor32:14 – 32:150.6s40.88
030fight32:21 – 32:210.2s21.15
031night32:37 – 32:381.2s70.78
032outdoor33:00 – 33:032.9s150.20
033outdoor33:23 – 33:230.2s20.35
034night33:54 – 33:540.2s20.35
035indoor36:19 – 36:212.1s110.76
036night39:45 – 40:1933.8s1630.20
037night44:22 – 45:2259.9s2880.52
038night51:45 – 52:1631.1s1500.13
039outdoor54:25 – 54:261.2s70.20
040night55:15 – 56:1559.8s2880.11
041night56:59 – 56:590.0s10.30
042indoor57:17 – 57:202.7s141.03
043general57:35 – 57:350.2s20.30
044outdoor57:53 – 57:552.3s120.10
045intimate58:03 – 58:030.0s10.20
046night58:23 – 58:251.9s100.30
047intimate58:44 – 58:450.6s40.20
048night59:47 – 59:558.3s410.13
049outdoor1:00:21 – 1:00:210.2s20.10
050night1:01:52 – 1:01:520.0s11.20
051outdoor1:02:17 – 1:02:170.0s10.90
052night1:02:28 – 1:02:356.9s340.66
053night1:08:37 – 1:09:3759.9s2880.17
054night1:10:36 – 1:10:5620.4s991.48
055action1:11:09 – 1:11:090.0s11.10
056outdoor1:11:35 – 1:11:361.0s60.22
057outdoor1:11:57 – 1:12:057.7s380.17
058night1:12:22 – 1:12:230.4s30.20
059outdoor1:15:14 – 1:15:150.2s20.00
060night1:17:50 – 1:17:521.7s90.14
061night1:19:09 – 1:19:4738.8s1870.14
062intimate1:20:00 – 1:20:000.0s10.10
063outdoor1:20:22 – 1:20:230.8s50.09
064outdoor1:20:29 – 1:20:290.2s20.20
065night1:22:56 – 1:23:5659.8s2880.99
066night1:27:15 – 1:27:161.0s60.20
067outdoor1:28:00 – 1:28:021.7s90.10
068night1:28:12 – 1:28:2815.6s760.13
069outdoor1:28:51 – 1:28:510.4s30.10
070outdoor1:29:43 – 1:29:430.0s10.10
071outdoor1:31:26 – 1:31:315.6s280.10
072outdoor1:34:53 – 1:34:541.0s60.00
073outdoor1:36:05 – 1:36:050.2s20.20
074intimate1:39:23 – 1:39:251.7s90.12
075night1:39:34 – 1:39:5319.2s930.11
076outdoor1:42:04 – 1:42:040.0s10.20
077night1:43:40 – 1:43:488.1s400.40
078night1:45:12 – 1:45:120.0s10.10
079night1:45:19 – 1:45:245.0s250.12
080outdoor1:45:52 – 1:45:520.2s20.20
081night1:46:19 – 1:46:200.8s50.29
082night1:46:31 – 1:46:331.5s80.34
083outdoor1:47:43 – 1:47:440.4s30.10
084night1:47:51 – 1:47:510.0s10.10
085outdoor1:48:37 – 1:48:370.2s20.10
086outdoor1:49:21 – 1:49:220.8s50.15
087night1:49:45 – 1:50:2136.3s1750.25
088night1:51:30 – 1:51:4111.5s560.29
089outdoor1:52:09 – 1:52:4333.2s1600.10
090night1:54:36 – 1:54:360.8s50.17
091outdoor1:57:54 – 1:57:540.2s20.55
092outdoor1:59:09 – 1:59:112.3s120.01
093night2:04:13 – 2:05:1259.0s2840.01
094outdoor2:05:18 – 2:05:180.0s10.00
095night2:06:26 – 2:07:1549.0s2360.18
096outdoor2:08:06 – 2:08:060.0s10.10
097outdoor2:10:58 – 2:10:580.0s10.00
098night2:15:17 – 2:16:1759.9s2880.10
099outdoor2:22:48 – 2:22:480.0s10.00
100night2:25:16 – 2:26:1659.9s2880.00