Animal organ segmentation model training method, segmentation method and related products

The invention provides an animal organ segmentation model training method, an animal organ segmentation method and a related product. The training method comprises the following steps: training an initial animal organ segmentation model by using a transfer learning method based on a pre-trained human organ segmentation model; obtaining a second animal medical image of an unlabeled animal organ, and obtaining animal organ pre-labeling data in the second animal medical image based on the initial animal organ segmentation model; based on the first animal medical image, the second animal medical image and the corresponding animal organ labeling data, the initial animal organ segmentation model is trained to obtain an optimized animal organ segmentation model, and the animal organ labeling data corresponding to the second animal medical image is obtained through correction based on the animal organ pre-labeling data. The method achieves the training of the animal organ segmentation model and data based on transfer