What kind of network is more suitable to distinguish the fuzzy degree of pictures?

For example, the same image can be divided into different categories according to different fuzzy degrees. What network can be used to effectively classify this data set?

Using ordinary ResNext and resnet is not effective

Anyone can help me?

Or do you have any ideas to tell me