This document discusses the automation of the Bechdel-Wallace test using artificial intelligence. It describes the Bechdel-Wallace test, which evaluates whether a work of fiction features at least two women who talk to each other about something other than a man. The project, called BechdelAI, aims to use AI tools like image recognition, natural language processing, and text analysis to automatically apply the Bechdel-Wallace test to movies and measure gender representation and inequalities in cinema. It outlines initial phases including collecting data from sources like IMDb and OpenSubtitles, visualizing gender breakdowns of casts and crews, analyzing movie posters, and studying relationships between characters based on age gaps.
8. La mission Data For Good
Rediriger l’énergie créatrice vers l’intérêt général et la création de communs
RASSEMBLER SENSIBILISER PROPOSER
des citoyens experts de la tech
qui souhaitent sʼengager sur
des projets d'intérêt général et
construire brique par brique le
monde de demain
les acteurs de la société civile
aux enjeux liés à la donnée et
la technologie, mais être
activement critique des
risques et des dérives
des solutions concrètes,
innovantes et pérennes grâce
à lʼanalyse de données et la
technologie. Et ce toujours en
open source !
11. Measuring inequalities and female
under-representation in cinema and
audiovisual
Analyze images and
representations using AI
Analyze language and
relationships between
characters
Collect data on gender
inequalities in cinema
Raise awareness of
imaginaries and feminism in
cinema and audiovisual
13. Extrait de Lesbiennes à suivre (Alison Bechdel)
Bechdel-Wallace
test
The movie has to have at
least two women in it
Who talk to each other
About something
besides a man
15. Data visualization
Measure for a given film :
● the gender breakdown of the cast
● the gender breakdown of the technical team
● Bechdel-Wallace test score
17. Visual representation of
genders
Use of the CLIP Algorithm to identify :
● specific scenes
● cases where 2 women discuss with each
other
● nudity scenes
● filmed body parts
18. Relationship between
characters and age of
actors/actresses
A NLP algorithm on film summaries and
synopses to :
- Identify the nature of the relationships
between the characters
- on this basis, study another indicator of
sexism in cinema : the age gap of
actors/actresses involved in romantic
relationships.
25. Demo
A full version on huggin face
Work on the UX/UI
Variables
Improve gender characters segmentation
Communication
Launch our Instagram account to share our analyzes
and progress
And
Work with film and audiovisual professionals,
regulatory authorities or feminist associations
What's next?
+Théo, Marie, Charles, Vincent, Claire, Gabriel, Simon,
Lorraine, Tom, et les 70 élèves de l’ENSAE qui n’en ont pas
dormi le temps d’un hackathon
+ the new volunteers who joined us last months
Mehdi
Caroline
Thomas Nathan
Sandrine
Chloé
Juliana
Merci, merci, merci !