Object Proposal Generation

Object proposal generation is a preprocessing technique widely used in current object detection pipelines, aiming to generate potential object regions to guide object search, thereby avoiding exhaustive sliding window searches across the image and improving detection efficiency and accuracy. This technology plays a crucial role in computer vision tasks, aiding subsequent fine-grained recognition and localization.