Method and Apparatus for Object Detection from High Resolution Images Using Patch-Level Augmentation

摘要

Disclosed is a method and apparatus for detecting objects in high-resolution images using patch-level augmentation. In this embodiment, a detection model is first trained using normal chips extracted from an input image, and the detection model infers hard examples from a patch-level augmentation image. . In addition, the purpose of providing an object detection method and apparatus capable of improving detection performance is based on a series of learning methods for secondary training a detection model based on normal chips and hard chips extracted from hard chips. have.