Kidney picture processing method, system and device based on deep learning and medium

The invention discloses a kidney image processing method, system and device based on deep learning and a medium, and the method comprises the steps: carrying out the preprocessing of a to-be-processed kidney image, and obtaining a processed kidney image; processing the processed kidney map by adopting a deep learning segmentation model to obtain a kidney map with a glomerular contour; wherein the kidney map with the glomerular contour comprises a plurality of glomerulas; positioning a capillary ball in each glomerulus from the kidney map with the glomerulus contour to obtain a kidney map with a capillary ball contour; and respectively positioning blood cells, cell nucleuses and cell matrixes in the capillary spheres from the kidney map with the contour of the capillary spheres. According to the method, the processing efficiency of the to-be-processed kidney map is high, the glomerular contour in the kidney can be accurately positioned, capillary spheres, blood cells, cell nucleuses and cell matrixes in the gl