The single batch normalization (BN) method is commonly used in the instance segmentation algorithms. The batch size is concerned with some drawbacks. A too small sample batch size leads to a sharp drop in accuracy. but a too large batch may result in the memory overflow of graphic processing units (GPU). https://cuttingedgecutleryco.shop/product-category/fillet/