Seeking Enlightment

by Anna Riera

Why I chose this project?

Does this obsession run only in my family?

1.Is having natural light in the flat you are buying/renting an important factor?

Does this obsession run only in my family?

2. Could you choose from 1 to 5 the importance of having natural light in your flat? 

Does this obsession run only in my family?

3. If you had the choice, what would you choose?

A bigger flat BUT with poor natural light

A smaller flat BUT with great natural light

 

High Demand but , No Supply 

= OPPORTUNITY

 

 

 

 

DATA USED

# EIXHABITAT.ES

# 96 FLAT LINKS
# 1080 IMAGES TO ANALYSE
# 2688 OBJECTS IDENTIFIED
# 328 WINDOW IMAGES IDENTIFIED

 

 

 

1

 

OBJECT RECOGNITION

2

 

MEAN PIXEL ANALYSIS

3

 

% BRIGHTNESS

LUMINOSITY SCORE:

 

OBJECT RECOGNITION

+

MEAN PIXEL

+

% BRIGHTNESS

LIGHTORFLIGHT.COM

 

 

 

 

 

 

NEXT STEPS

> more data

 

> price & luminosity analysis

 

> run a new ML model against new measurements and labeled data

 

> selling it to Yazan