Optimizing the effect of deep learning instance segmentation

WhatsApp 图像 2023-10-09 于 17.11.44_8f1b9f17
The deep learning segmentation results for the plastic bag in the image are poor, with some cases of misidentification. Are there any optimization methods available?

From the image, it is evident that the plastic bag is a delicate workpiece, posing a challenge for deep learning training. The most effective approach is to increase the number of training images.