Power production abnormity monitoring method and device, computer equipment and storage medium

The invention relates to a power production abnormity monitoring method and device, computer equipment and a storage medium. The method comprises the following steps: acquiring a working scene image acquired by a camera arranged on a power production site; inputting the working scene image into a pre-trained detection model according to the detection frequency of the standing book object corresponding to the working scene image to obtain an anomaly detection result; when a detection result of the abnormality of the power production field is obtained according to the detection model, calling a corresponding secondary abnormality detection model according to the abnormality type to carry out secondary detection on the work field; and if the secondary detection is still abnormal, sending an abnormal alarm. According to the method, the detection accuracy can be improved, the false alarm rate is reduced, the secondary identification of water and oil leakage is different from the monitoring network of the first ide