creating a negative class in resnet50 classification model

i am working on resnet50 model, and i would like to create a negative class for images that do not fit in the trained classes of the model. any ideas?

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yes,sir,may be use the score,if score is smaller,such as < 0.1,then make the image as Nan class,and save them to analysis.

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