Deep Learning, Computer Vision, Cnn, Transformers, AI.
images using convolutional operations, ViTs treat images as sequences of non-overlapping patches, converting each patch into a flat vector and applying positional encoding to retain spatial information. The resulting sequence of vectors is then fed into the Transformer layers, which utilize