Open World Recognition
As humans, we encounter countless objects daily. We effortlessly recognize object across variations despite the fact that the objects might vary in size, scale, translation or rotation. Humans can identify previously seen objects and posses the ability to learn new instances with minimal or no supervision. Human visual system continues to learn and adapt to ever changing surroundings. In recent years, there have been significant advances in the field of computer based recognition systems. While significant strides have been made towards building automated recognition systems, these systems face ...