Human Generated Data

Title

Untitled (woman with hair up)

Date

c. 1978

People

Artist: Mark Goodman, American born 1946

Classification

Photographs

Credit Line

Harvard Art Museums/Fogg Museum, Transfer from the Carpenter Center for the Visual Arts, Gift of Apeiron Workshops, 2.2002.1782

Human Generated Data

Title

Untitled (woman with hair up)

People

Artist: Mark Goodman, American born 1946

Date

c. 1978

Classification

Photographs

Machine Generated Data

Tags

Amazon
created on 2021-12-14

Face 100
Human 100
Female 99.3
Kid 98.6
Blonde 98.6
Teen 98.6
Woman 98.6
Girl 98.6
Child 98.6
Head 97.4
Person 96.5
Portrait 89.8
Photography 89.8
Photo 89.8
Smile 85.3
Skin 61.9
Lady 61.3
Jaw 55.6

Imagga
created on 2021-12-14

portrait 48
face 40.5
person 40
attractive 38.5
adult 33.7
lock 31.1
hair 31
eyes 29.3
model 28.8
smile 28.5
pretty 28
smiling 26.1
people 25.7
look 23.7
youth 23
adolescent 22.7
looking 22.4
expression 22.2
happy 22
sexy 21.7
black 20.9
head 20.2
brunette 20.1
close 20
juvenile 20
fashion 19.6
cute 19.4
casual 18.7
male 17.9
studio 17.5
lady 17.1
women 16.6
posing 16
teenager 15.5
human 15
teen 14.7
window shade 14.5
skin 14.2
one 14.2
man 14.1
gorgeous 13.6
guy 13.5
handsome 13.4
happiness 13.3
boy 13.1
friendly 12.8
pose 12.7
brown 12.5
joy 11.7
stare 11.6
window blind 11.6
lifestyle 11.6
cheerful 11.4
style 11.1
long 11
student 11
natural 10.7
serious 10.5
child 10.5
glasses 10.2
eye 9.8
fun 9.7
business 9.7
teeth 9.5
mouth 9.4
smasher 9.3
dark 9.2
sensual 9.1
make 9.1
blind 9
closeup 8.8
makeup 8.7
facial 8.6
wig 8.5
feminine 8.4
device 8.4
lips 8.3
emotion 8.3
20s 8.3
blond 8.2
beard 8.2
confident 8.2
businesswoman 8.2
clothing 8.1
nose 7.6
hairstyle 7.6
ethnic 7.6
one person 7.5
enjoy 7.5
alone 7.3
lovely 7.1
cool 7.1

Google
created on 2021-12-14

Microsoft
created on 2021-12-14

text 99.4
human face 98.7
wall 98.1
indoor 97.7
portrait 94.2
woman 90.9
person 88.8
black and white 87.1
white 80.6
clothing 80.2
face 71.5
posing 67.1
girl 57.8
screenshot 27.8
picture frame 18.4

Face analysis

Amazon

Microsoft

Google

AWS Rekognition

Age 23-35
Gender Female, 99.3%
Calm 89.6%
Sad 7.2%
Angry 1.3%
Surprised 0.7%
Confused 0.7%
Fear 0.3%
Disgusted 0.1%
Happy 0.1%

Microsoft Cognitive Services

Age 30
Gender Female

Google Vision

Surprise Very unlikely
Anger Very unlikely
Sorrow Very unlikely
Joy Very unlikely
Headwear Very unlikely
Blurred Very unlikely

Feature analysis

Amazon

Person 96.5%

Captions

Microsoft

a person posing for the camera 93.4%
a person posing for a photo 78.4%
a person posing for a photo 78.3%