Swine Transformers

This content originally appeared on DEV Community and was authored by Sanjid Hasan

1.Hierarchical Transformer means is a variation of the Transformer model that processes data in a structured, multi-level way, unlike standard Transformers that treat input as a flat sequence.Swin is one.

2.A visualization of computed with Shifted windows

3.

4.Linear Computational Complexity: Unlike earlier vision transformers that had quadratic complexity, the Swin Transformer has linear complexity with respect to image size, making it more efficient.

This content originally appeared on DEV Community and was authored by Sanjid Hasan

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