Imagine waking up and when you look in the mirror, it could sense how excited you are about the day ahead. Also, imagine getting into a car and if you’re feeling down, it could suggest a song that will lift your spirit and a more scenic route for your listening pleasure. That’s the potential of emotion aware computing. These are devices that can detect, interpret and adjust to human emotions. So besides using such devices for personal use, how else can emotion recognition technology be applied to improve our lives? Before going further, let’s first get an understanding of how emotion recognition technology works.
Detecting human behavior is one of the first steps to creating emotion aware technology. We need to be able to detect subtle changes in facial expressions, in body language, and in speech patterns. In order to do this, the AI needs to be given a huge number of examples which have been painstakingly labeled by humans. The more diverse these examples are, the more quickly and more accurately the computer will learn.
How does Emotion recognition work?
Sightcorp’s Emotion Recognition software works by analyzing video content from a camera and tracking the faces in the feed. Using this software, we can use the texture and information from the video in order to predict the facial expressions that are present. Our software can identify 7 basic emotions based on the position and movement of facial muscles. Each analysis produces a confidence score for different types of emotion: anger, disgust, fear, happiness, surprise, sadness, and neutral. The overall mood can be estimated with accuracy up to 92%.
How Emotion Recognition can improve our lives
Education – There are quite a large number of online courses available today providing high-quality education to a huge number of people. The problem, however, is that the traditional interaction between a teacher and a pupil has been lost. It’s really hard for a lecturer or instructor to know how students feel about the course because they’re not there in person. This technology can be used to detect and aggregate that information. In other words, knowing when students are getting confused or when they’re finding it too easy can help educators improve the quality of their educational material.
Healthcare – In healthcare, there are many areas in which emotion recognition could help improve our wellness. For instance, emotion recognition technology has the capacity to support individuals suffering from depression or other mental health issues. Such conditions are extremely hard to monitor even if someone’s in a treatment program. This technology could be used to monitor the progress and recovery from such a condition. Something that would be useful for clinicians and for loved ones.
Automotive – Another is the automotive industry, as emotion recognition software in cars can enhance the overall user experience while also improving car safety. By analyzing the mood of the driver, this technology can help prevent accidents by sending signals to the driver to stop the car, use the breaks, or change the music or temperature for the better.
To summarize, emotional intelligence combined with Artificial Intelligence has the ability to perceive and comprehend the feelings expressed by human beings. As discussed in this article, the opportunities brought forth by this technology goes further than those mainly adapted for personal use:
- Educators or instructors can use the technology to better understand how learners find the course material.
- Clinicians can use it to monitor the progress and recovery of individuals suffering from depression or other mental health issues.
- Car manufacturers can use emotion recognition to improve the overall user experience by personalizing the driver’s experience and making cars safe.
Other interesting articles