This post explores the application of transformers in image processing within the field of computer vision, detailing three main methods: Pixel Transformers, Vision Transformers (ViT) by Google Brain, and Swin Transformers by Microsoft. It highlights the limitations of CNNs and offers solutions to computational inefficiencies,
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