Machine Vision Adoption Accelerates Across Manufacturing Lines
Manufacturers are deploying AI-driven machine vision systems capable of detecting product defects at rates exceeding human visual inspection accuracy, with adoption expanding roughly 23% of total new capture equipment spend during 2025 compared with negligible share five years earlier. Cognex and Keyence have both expanded vision system product lines significantly since 2024, adding deep learning-based defect classification capability that traditional rule-based vision systems could not reliably achieve across varied lighting conditions and product surface textures encountered on real production lines daily. Analysts expect this share to keep expanding as deep learning inference costs continue falling.
Market Impact: Parcel volume surpassed 22 billion








