In the current fast developing Machine Learning climate, Computers can be very accurately trained to see and understand human sentiment and moods. Optisol has provided human-based Machine Learning to our customers in various fields such as Industrial, Healthcare, Law etc. These solutions detect human activities, gestures, emotions and sentiment.
To highlight one such exemplar, we developed a robust subscription-based web application that recognizes visitor’s faces, age, gender and detects the mood of a person that walks into any retail store. The customer wanted to improve the in store closure rate from 32% and had identified that by being able to read potential customers’ moods when they were in the store would allow for greater success and therefore increased revenue. The solution starts with cameras at the point of capture (in-store). This video feed is streamed to Kinesis Video Stream, then subsequently processed in Microservices Architecture.