The first recipe introduced by the CCT authors is the tokenizer for processing the images. In a standard ViT, images are organized into uniform non-overlapping patches. This eliminates the boundary-level information present in between different patches. This is important for a neural network to effectively exploit the locality information. The figure below presents an illustration of how images are organized into patches.