The conventional standard for object detection uses a bounding box to represent each individual instance. However, it is not practical in the industry-relevant applications context of warehouses due severe occlusions among groups instances same categories. In this paper, we propose new task, i.e., simultaneously localization and counting, abbreviated as Locount, which requires algorithms locali...