The goal of our project is to automate and extend the age rating of movies based on the script of the movie. The criteria for our evaluation will be primarily based on the official rating rules used by the Motion Picture Association.
See "Project log" section.
One of our high level milestones for November could not be achivet yet. Find a detailed list of goals achived and not achived.
Currently, the project is behind schedule with respect to the initial milestone plan. This should be made up by the lecture break from 22.12.22 to 07.01.23. One reason for the delay is the change in data sourcing. The operator of a platform for film scripts had unexpectedly stopped responding.
todo: add descriptions to preprocessing steps and knowledge from data analysis
First experiment to find the official age ratings of movies through a TMDB API. For this we wrote a python script and used a selection of movie titles to get the age ratings. Results can be found here
Data analysis, explocation and description. Results can be found in next section.
This section can be found in this jupyter-notebook:
Find a raw overview how the project is structured:
Documentation files
Training data and model results
Data exploration notebook
Presentation can be found in the assets folder.