In order to realize automatic detection of infrared images collected by infrared thermal imaging cameras carried by intelligent power inspection equipment such as various inspection robots and drones, an automatic detection method for infrared image anomalies of power equipment based on improved SSD is proposed. The infrared image of the typical faulty power equipment collected is uniformly preprocessed; the power equipment and the abnormal area are marked and a standard data set is created; the detection network is built; the data and the pre-...