Vision Transformers and Real-Time Computer Vision
Vision Transformers and Real-Time Computer Vision Vision transformers bring a fresh view to image processing. They convert an image into patches, turn patches into tokens, and use self-attention to relate every patch to every other patch. In practice, this lets the model see the whole scene at once, which helps with long-range context and complex shapes. For real-time computer vision, this can mean better accuracy without a heavy hand of fixed filters, provided we manage compute well. ...