Detection system for ODF device port

The invention discloses a detection system for an ODF device port. The detection system comprises a port positioning detection model and a port shielding omission detection model. The port positioningdetection model is established on the basis of a target detection network YOLOv3 model, an ODF equipment end image is detected, and partially shielded and un-shielded ports of the ODF equipment are identified; the port shielding omission detection model performs analysis and arrangement based on the returned port data; the shielding port and the missing detection port are supplemented, the supplementing port is intercepted to serve as a missing detection area, and input into a binary classifier for port state classification, the port states are filled according to the port types, and the states of all ports of the ODF equipment are identified. 本发明公开一种面向ODF设备端口的检测系统，包括端口定位检测模型和端口遮挡遗漏检测模型两部分；其中所述端口定位检测模型基于目标检测网络YOLOv3模型建立，对ODF设备端图像进行检测，识别出ODF设备部分被遮挡以及无遮挡的端口；所述端口遮挡遗漏检测模型基于返回的端口数据进行分析以及整理，并对遮挡端口以及检测缺失的端口进行补充，将补充的端口作为