Abstract: A fish school detection method and a system thereof, an electronic device and a storage medium are provided, the method includes inputting a to-be-detected fish school image into a fish school detection model; the fish school detection model including a feature extraction layer, a feature fusion layer and a feature recognition layer; extracting feature information of the to-be-detected fish school image based on the feature extraction layer, and determining a fish school feature map and an attention feature map based on an attention mechanism; fusing the fish school feature map and the attention feature map based on the feature fusion layer to determine a target fusion feature map; and determining a target fish school detection result based on the feature recognition layer and the target fusion feature map. Interference from environmental factors on detection results is eliminated, so as to effectively improve accuracy of the fish detection.

Abstract: The disclosure relates to an improved method for detecting, locating and monitoring fluid seepage and leakage from a hydraulic work with superior sensitivity. The method includes using a DNA sequence as the probe to trace the fluid seepage and leakage from a hydraulic work. The probe can be captured and then amplified more than a millionfold by an enzymatic method such as the polymerase chain reaction (PCR) to give a high detection signal. Even a single molecule of the DNA probe can be detected by an enzymatic amplification, thus to give superior sensitivity. The improved detection method is applicable to detecting, locating and monitoring fluid seepage and leakage from hydraulic works, the improved method can also be used, for example, to trace the groundwater flow, underground water flow and other liquid flow. Other related methods are also described.