AI and deep learning are expanding machine vision capabilities, with demonstrations from MVTec on text recognition, classification and AI-assisted software development, while stressing the need for dependable industrial applications with adaptability to changing conditions and clear human review paths.

Edge computing and smart cameras are bringing intelligence directly into production equipment, enabling faster, localized processing and reduced delays, with IDS highlighting AI, embedded vision, 3D and event-based imaging alongside validation, monitoring and traceability for ongoing performance.

Visitors will be urged to look beyond demonstrations and assess performance in everyday production, focusing on reliability, adaptability, ease of integration, and measurable gains in quality, efficiency and waste reduction.

VISION 2026 will take place in Stuttgart from October 6–8, showcasing cameras, optics, lighting and machine vision software, with emphasis on AI-powered inspection, 3D sensing and embedded processing to boost production through advanced machine vision.

Hyperspectral, thermal and 3D imaging are expanding inspection beyond traditional cameras, as Zebra Technologies debuts AI and 3D vision solutions for logistics to support automated operations, focusing on distinguishing meaningful defects from harmless variation to cut waste.

Integration remains critical; Basler’s Vision Simulation linked to MVTec HDevelop will enable testing designs before hardware is available, illustrating how development and deployment can be bridged while prioritizing interoperability and long-term support.