How and why we use AI for creating serialized apparel

Spot Vision uses machine learning to encode a digital record into graphic designs by introducing slight variations to the designs. These variations allows us to serialize the millions of items so that each is slightly different but still fitting a shared design intent. Designs can be read or authenticated by visually scanning. We will be demonstrating examples of serialized apparel covering a broad artistic range and talk about how AI drives optimization of encoding schemes and robust decoding from curved, obscured, and wrinkled surfaces.