What is The Importance of Human in the Loop or HITL in Data Annotation?
Contrary to what we can see in the movies, AI or artificial intelligence today is incapable of doing and also learning everything on its own. It depends greatly on the feedback that it gets from people. HITL or Human in the Loop refers to the responsibility of human feedback in the procedure of AI training. Prior to getting into the specific concept of Humans in the Loop, let us discuss the requirement for correctly annotated data at speed and why many businesses trust a reliable annotation company . · The requirement to get the annotated data at speed Data scientists of today spend more than 50% of their overall model development procedure that improves their data sets. You can imagine how much time is used on developing the data sets when the latest and new are needed for running the ML models properly. As per Forbes, 90% of the data that is generated in the world was just in the last two years. 2.5 quintillion bytes of vital data are created by humans every day .95