The problem Personality Detection solves

Our main idea is to use image url and text from user profile and then passing it through image analysis model and text-analysis model to get the possibility of person being in personality traits from big 5 model namely:

Extraversion
Agreeableness
Conscientiousness
Neuroticism
Openness

We have made the personality identification task easier and fast. Currently it is integrated with Linkedin but can be done with any social media site.

Challenges we ran into

Getting the labelled image dataset for this kind of task is very difficult so after lots of searching we were able to find the perfect dataset for our use case. Also we had to implement many model for getting the acceptable accuracy for the image task, and for the text classification part we were using BERT model from tensorflow hub, but due to the bug in one of the library tensorflow-text it was not loading properly in windows so we had to just show the demo in colab.
In future we will try to find the alternative of this to solve this issue.