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DEEP DIVE · THE-DARK-KNIGHT-RISES

The full breakdown

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

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2012Action, Crime, Drama, Thriller164.5 min● analyzed Jun 11, 2026

Total Detections

117,818

objects + faces

Unique Objects

109

distinct types

Detections / min

716.0

avg rate

Night Scenes

80.4%

low-light frames

Words Spoken

9,780

transcribed

Named Actors

14

face-id matched

SCENE BREAKDOWN

Distribution by type

100 scenes·21 distinct types detected

Outdoor

Night

Suspense

Outdoor35.2%

Night33.3%

Suspense19.7%

Empty6.6%

Nature1.3%

Romantic0.9%

Intimate0.8%

Action0.8%

Action crowd0.3%

Indoor0.3%

Fight0.2%

Military0.1%

Chase0.1%

General0.1%

Disaster0.1%

Armed0.1%

Police chase0.1%

Day0.0%

Violent0.0%

Fire0.0%

Vehicle heavy0.0%

GLOSSARY

What each label means

Outdoor

Exterior locations — sky, open ground, natural light.

Night

Dark or nighttime lighting — mean luminance below 0.25.

Suspense

Low motion + dark frame + low dialogue density — held tension.

Empty

No faces, low motion, no salient objects — establishing or transitional.

Nature

Outdoor scenes with dominant foliage, water, or terrain — no urban geometry.

Romantic

Two-person framing with warm color flag + low motion + close proximity.

Intimate

Two-person framing, close shot, low motion, sustained dialogue.

Action

General high-motion footage that doesn’t fit a more specific subtype.

Action crowd

High motion + high people density — riots, battles, action set pieces.

Indoor

Interior locations — ceilings, walls, controlled lighting.

Fight

Close-range physical combat — body contact, rapid pose changes.

Military

Uniforms, ordnance, or military vehicles detected.

Chase

Sustained pursuit — high motion vectors + vehicles or running figures.

General

Default bucket — frame did not match any specific scene type.

Armed

Firearms or bladed weapons detected in frame.

Police chase

Vehicles + emergency colors / sirens detected.

Day

Bright outdoor or daytime lighting.

Violent

Weapons + impact events + blood-tone color flags.

Fire

Flame, explosion, or extreme highlight clusters in warm hues.

Vehicle heavy

Three or more vehicle instances in sustained shots.

SCENE LIST

100 sampled scenes · spread across runtime

#TypeRangeDurationFramesMotion

001night0:00 – 0:055.8s290.09

002night1:35 – 1:383.5s180.36

003night2:10 – 2:122.5s130.47

004night2:36 – 2:370.8s50.20

005outdoor2:44 – 2:440.2s20.25

006outdoor3:02 – 3:030.2s20.35

007general3:07 – 3:080.4s30.72

008outdoor3:53 – 4:0410.2s500.20

009outdoor4:23 – 4:262.7s140.10

010outdoor4:30 – 4:332.7s140.12

011indoor4:49 – 4:490.2s20.65

012day4:57 – 4:591.9s100.26

013intimate5:12 – 5:120.0s10.10

014night5:28 – 5:324.0s200.10

015outdoor6:28 – 6:379.6s470.13

016night15:38 – 16:3859.8s2880.15

017night17:26 – 17:4923.4s1130.10

018outdoor23:30 – 23:300.0s10.40

019night26:48 – 26:491.5s80.60

020night29:15 – 29:150.0s10.50

021night36:19 – 36:3919.6s950.55

022night40:55 – 41:4348.0s2310.23

023night42:27 – 42:270.0s10.60

024night44:09 – 44:3223.4s1130.60

025night45:16 – 45:193.8s190.33

026outdoor46:35 – 46:350.0s10.20

027outdoor49:39 – 49:400.8s50.36

028indoor51:18 – 51:190.8s50.90

029night52:23 – 53:2359.8s2880.17

030night1:02:24 – 1:02:3612.1s590.96

031night1:05:23 – 1:06:2359.9s2880.10

032night1:15:23 – 1:16:0137.8s1820.00

033night1:17:02 – 1:17:030.8s50.60

034night1:17:09 – 1:17:112.5s130.40

035night1:17:21 – 1:17:232.7s140.26

036night1:17:38 – 1:17:412.7s140.20

037night1:19:49 – 1:20:1727.5s1330.14

038night1:25:25 – 1:25:250.0s10.30

039outdoor1:27:41 – 1:27:519.4s460.62

040outdoor1:28:57 – 1:29:036.1s300.35

041outdoor1:29:30 – 1:29:311.0s60.38

042outdoor1:30:00 – 1:30:000.0s10.30

043outdoor1:30:38 – 1:30:380.6s40.17

044outdoor1:31:18 – 1:31:201.7s90.28

045outdoor1:31:37 – 1:31:380.6s40.11

046outdoor1:32:05 – 1:32:050.2s20.20

047night1:32:40 – 1:32:411.3s70.77

048night1:33:36 – 1:33:382.1s110.10

049night1:35:48 – 1:36:4354.6s2630.13

050night1:36:59 – 1:37:044.4s220.10

051night1:37:35 – 1:37:5014.6s710.20

052outdoor1:38:22 – 1:38:220.6s40.28

053outdoor1:38:35 – 1:38:361.7s90.21

054outdoor1:39:51 – 1:39:520.4s30.10

055outdoor1:40:28 – 1:40:290.8s50.10

056night1:42:01 – 1:42:4342.3s2040.10

057outdoor1:46:46 – 1:46:482.1s110.44

058night1:53:53 – 1:54:5359.9s2880.01

059night1:56:57 – 1:56:592.7s140.70

060night1:59:31 – 2:00:3059.9s2880.11

061night2:05:01 – 2:06:0159.9s2880.12

062outdoor2:06:52 – 2:06:530.6s40.10

063outdoor2:11:05 – 2:11:116.1s300.59

064outdoor2:12:14 – 2:12:161.7s90.17

065outdoor2:12:35 – 2:12:350.4s30.17

066outdoor2:13:10 – 2:13:132.9s150.40

067outdoor2:14:13 – 2:14:173.8s190.56

068outdoor2:14:54 – 2:14:540.0s10.80

069outdoor2:15:18 – 2:15:180.4s30.45

070outdoor2:15:27 – 2:15:302.1s110.46

071outdoor2:15:37 – 2:15:413.6s180.54

072night2:16:57 – 2:17:2426.5s1280.10

073night2:18:22 – 2:19:1755.5s2670.07

074outdoor2:21:02 – 2:21:042.9s151.26

075outdoor2:22:21 – 2:22:221.0s60.30

076outdoor2:23:16 – 2:23:204.0s200.15

077outdoor2:24:04 – 2:24:083.3s170.10

078outdoor2:24:23 – 2:24:251.9s100.81

079outdoor2:24:48 – 2:24:524.8s240.83

080outdoor2:25:07 – 2:25:070.2s20.40

081outdoor2:25:17 – 2:25:180.8s50.16

082outdoor2:25:32 – 2:25:320.8s50.09

083outdoor2:25:46 – 2:25:504.6s230.16

084outdoor2:26:05 – 2:26:050.0s10.10

085outdoor2:26:15 – 2:26:171.5s80.04

086outdoor2:26:30 – 2:26:311.5s80.10

087outdoor2:26:46 – 2:26:471.0s60.22

088outdoor2:27:01 – 2:27:020.8s50.13

089outdoor2:27:11 – 2:27:121.5s80.10

090night2:28:09 – 2:29:0959.9s2880.11

091outdoor2:30:21 – 2:30:221.2s70.06

092outdoor2:30:40 – 2:30:5313.6s660.20

093outdoor2:31:30 – 2:31:5322.1s1070.59

094action2:33:58 – 2:33:580.2s21.05

095indoor2:34:11 – 2:34:110.8s51.48

096outdoor2:34:37 – 2:34:370.0s10.10

097night2:34:46 – 2:35:0418.1s880.20

098night2:35:28 – 2:35:280.0s10.10

099outdoor2:36:27 – 2:36:270.0s10.10

100general2:36:35 – 2:36:350.6s40.56