How can Videos be Used to Detect Your Personality?

How can Videos be Used to Detect Your Personality?

A look into a time distributed deep bimodal approach to predict scores for the Big-5 Personality traits based on videos from the First Impression Challenge on Google Colab.

Videos are the New First Impressions!

Think about the approximate number of video calls you have been a part of since March, 2020. Now, compare it to the number of video calls you were a part of before that. I am sure the difference is huge for most of us. Meetings with family, friends, and colleagues have shifted to video calls.

Video calling has also made it possible for us to keep expanding our networks and meet new people while maintaining social distancing. Hence, it is not wrong to say that, we are making quite a few personal as well as professional first impressions over videos. The personality perception through first impressions can be quite subjective and even lead to first impression bias. Of course, there are self-reported personality assessment tests but they can often suffer from a social desirability bias. And this gives us an opportunity to leverage AI to find a more objective approach to apparent personality analysis.

Keeping this in mind, the aim of this blog post is to show one such deep learning approach which uses videos to predict the scores for the Big-5 personality traits.

Image for post

Created by Author

What are the Big-5 Personality Traits?

Most contemporary psychologists believe that there are 5 core dimensions to personality: ExtraversionAgreeablenessOpennessConscientiousness, and Neuroticism; *often referred by the acronym *OCEAN. *Unlike many of its previous counterparts which believe in the binary aspect of personality traits, the *Big-5 Personality trait theory asserts that each personality trait is a spectrum.

Let’s look at how each trait is characterized followed by a map of how some popular fictional characters would score on the Big-5 personality traits…

Image for post

Image for post

Created by Author using Character Images from their Wiki Profiles

An interesting aspect of the Big-5 personality trait theory is that, these_ traits are independent but not mutually exclusive_. For example, we can see in the above image that Sheldon Cooper (The Big Bang Theory) would score low on Extraversion but would also score high on Neuroticism, Phoebe Buffay (Friends) would score low on conscientiousness but score high on openness and so on…

artificial-intelligence computer-vision personality-types towards-data-science keras data science

Bootstrap 5 Complete Course with Examples

Bootstrap 5 Tutorial - Bootstrap 5 Crash Course for Beginners

Nest.JS Tutorial for Beginners

Hello Vue 3: A First Look at Vue 3 and the Composition API

Building a simple Applications with Vue 3

Deno Crash Course: Explore Deno and Create a full REST API with Deno

How to Build a Real-time Chat App with Deno and WebSockets

Convert HTML to Markdown Online

HTML entity encoder decoder Online

Applications Of Data Science On 3D Imagery Data

The agenda of the talk included an introduction to 3D data, its applications and case studies, 3D data alignment and more.

What Are The Advantages and Disadvantages of Data Science?

Online Data Science Training in Noida at CETPA, best institute in India for Data Science Online Course and Certification. Call now at 9911417779 to avail 50% discount.

50 Data Science Jobs That Opened Just Last Week

Data Science and Analytics market evolves to adapt to the constantly changing economic and business environments. Our latest survey report suggests that as the overall Data Science and Analytics market evolves to adapt to the constantly changing economic and business environments, data scientists and AI practitioners should be aware of the skills and tools that the broader community is working on. A good grip in these skills will further help data science enthusiasts to get the best jobs that various industries in their data science functions are offering.

Would You Rather Be an NLP or Computer Vision Data Scientist?

A closer look into these popular Data Scientist roles. When applying for a position as a Data Scientist, you may see a variety of skills required in the job description section.

Data Science With Python Training | Python Data Science Course | Intellipaat

🔵 Intellipaat Data Science with Python course: https://intellipaat.com/python-for-data-science-training/In this Data Science With Python Training video, you...