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DEEP DIVE · THE-NOTEBOOK

The full breakdown

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

← Back to The Notebook
2004Romance, Drama123.8 min● analyzed May 15, 2026
Total Detections
95,444
objects + faces
Unique Objects
65
distinct types
Detections / min
770.8
avg rate
Night Scenes
78.3%
low-light frames
Words Spoken
7,935
transcribed
Named Actors
14
face-id matched
SIX-AXIS GENOME

Movie DNA radar

DARKNESSACTIONDIALOGUEPEOPLEVEHICLESVISUAL
Darkness
78/100
Action
54/100
Dialogue
35/100
People
58/100
Vehicles
6/100
Visual
65/100
PROFILE

Genome readout

Darkness Index26.3%
Darkness RatingBright
Action Intensity5.4
Action RatingModerate
People Density1.93 people/min
Social RatingIntimate
Vehicle Density0.11 vehicles/min
Chase PotentialMedium
Indoor %72.7%
SettingIndoor
Object Diversity65 types
Visual ComplexityHigh
Pacing SignatureDynamic
FUN FACTS

Things the model surfaced

The Notebook, a quintessential romance film, scores a shocking 78 out of 100, outdoing 4 of every 5 other films in the genre with an average score of just 65.
3,344
unique people spotted (90% of frames)
"love" is said 40 times — once every 3.1 minutes.
Rachel McAdams is on screen for 31 of 124 minutes — 25% of the runtime.
The longest stretch of silence runs 6 min 30 sec — no dialogue at all.
Only 17.2% of all detected faces are smiling across the entire film.
At 117 BPM, the score sets a slow, meditative pace throughout.
1,773
unique words spoken out of 7,935 total — a vocabulary richness of 22.3%.
AI detected 65 unique object types across 95,444 frame-by-frame detections.
619
unique chairs spotted (12% of frames)
269
unique cars spotted (6% of frames)
186
unique trucks spotted (3% of frames)
67
unique beds spotted (3% of frames)
178
unique ties spotted (4% of frames)
119
unique cups spotted (2% of frames)
96
unique potted plants spotted (3% of frames)
87
unique bottles spotted (2% of frames)
52
unique vases spotted (2% of frames)
Features 120 dog appearances
2,313
cars spotted (vehicle-heavy film)
Contains 17 profanities (0.1 per minute)
Longest silence: 6 minutes of unbroken quiet
Peak dialogue speed: 290 words per minute
29%
of frames are close-ups
The film's emotional journey ends on a neutral note
Shot predominantly with warm tones