Detection of Railway Leakage Cable Jigs Based on SSD

The detection of railway leakage cable jigs is very important for ensuring reliability of railway communication system. However, the detection of jigs mainly relies on manual way at present, which is waste of manpower and inefficiency. With the rapid development of deep learning, SSD algorithm is well known for its high speed and accuracy. This paper mainly designs and realizes an intelligent detection system of railway cable leakage jigs based on SSD model. Experimental results show that, the average accuracy of mAP reaches 88.13%, which provides an efficient solution for intelligent detection of railway cable leakage jigs.