Fully convolutional networks (FCNs) are a type of neural network architecture commonly used in computer vision tasks such as image segmentation, object detection and image classification.

With the increase in the amount of data, the scale of mainstream datasets in deep learning is also increasing. For example, the ImageNet dataset contains more than 14 million samples. In this case, ...