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Localizing Little Landmarks With Transfer Learning, Sharad Kumar
Localizing Little Landmarks With Transfer Learning, Sharad Kumar
Dissertations and Theses
Locating a small object in an image -- like a mouse on a computer desk or the door handle of a car -- is an important computer vision problem to solve because in many real life situations a small object may be the first thing that gets operated upon in the image scene. While a significant amount of artificial intelligence and machine learning research has focused on localizing prominent objects in an image, the area of small object detection has remained less explored. In my research I explore the possibility of using context information to localize small objects in an …