Standard transformer architecture consists of three main components - the encoder, the decoder and the attention mechanism. The encoder processes input data ...

The architecture ... within the encoder, transformer layers leverage the Swin shift mechanism. This strategy partitions the image into non-overlapping windows, applying self-attention to each ...