Seeking Enlightment

by Anna Riera

 

 

 

 

 

Why this project?

 

 

 

 

What do others think?

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

Yes

No

100%

0%

2. Could you choose from 1 to 5 the importance of having

natural light in your flat?  (1 not important - 5 extremely important)

1

0%

2

1.5%

3

1.5%

4

26%

5

71%

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

 

Option A  -  A bigger flat BUT with poor natural light

Option B   -   A smaller flat BUT with great natural light

A

B

7%

93%

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