Robust vision transformers

This invention describes a computer system designed to understand images more reliably. It uses a specialized artificial intelligence model called a vision transformer, which processes image information through two distinct steps: mixing parts of the image and then processing its color or feature channels. The system is specifically engineered to produce accurate results even when the input image is slightly damaged or corrupted.