Water bird density estimation method and device, computer equipment and storage medium

The invention is suitable for the field of wetland protection, and provides a waterfowl density estimation method and device, computer equipment and a storage medium, and the method comprises the steps: obtaining a bird panoramic image; performing segmentation preprocessing on the bird panoramic image to obtain a plurality of undetermined images with the same size; estimating the bird density of the to-be-determined image according to a depth density estimation neural network model to obtain a bird density map; and splicing the bird density maps into a panoramic bird density map according to a splicing function, and calculating the number of birds. According to the method, the image process technology and the deep neural network are utilized, the number and density of waterfowls can be accurately recognized, counted and estimated, the limitation of traditional waterfowl monitoring is broken through, and a more accurate and efficient waterfowl number estimation and density map generation method is provided. 本发