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Transformers are not a good-for-all solution at all. Not even for machine vision (that's what I know). Transformers are big and slow, they learn slower, they need more data, while usually convolutional networks have similar performance. They are significantly better than the convolutional models only when there is significant occlusion. At least in general.

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How do you not have more subscribers !??!?!?!!