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When it comes to using Transformers for image captioning is there any reason to use masking?

I currently have a resnet101 encoder and am trying to use the features as the input for a transformer model in order to generate a caption for the image, is there any need to use masking? and what would I mask if I did need to?

Any help would be much appreciated

Thanks in advance.

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