Swine Transformers
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.

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
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.