Weakly supervised object detection (WSOD) is an important issue in vision tasks. Unlike fully supervised learning, weakly supervised learning uses only image-level labels without bounding boxes.

Building ADAS (Advanced Driver Assistance Systems) or AD (Autonomous Driving) vehicles implies the acquisition of large volumes of data and a costly annotation process to create labeled metadata.