With continuous developments in deep learning, image semantic segmentation technology has also undergone great advancements and been widely used many fields with higher accuracy. This paper proposes an algorithm based on a neural network. Based the Mask Scoring R-CNN, this uses symmetrical feature pyramid network adds multiple-threshold architecture to improve sample screening precision. We emp...