How do you detect Instagram users' gender?

We implemented the latest technologies such as image recognition in order to detect the audience's gender. However, the basic information in bio, such as names database, is getting analyzed as well. Thus, the gender is also identified by comparing users' names (username and a full name) to the names database with a gender indication.