Smart Cameras and Embedded Vision Became More AI-Defined
Relationship to Annual Outlook: Strengthens the Outlook


Summary
Recent evidence suggests smart cameras and embedded vision systems are becoming more AI-defined. The signal is not simply more onboard processing, but the combination of AI processing, edge cameras, embedded computers and industrial vision workflows inside compact devices.
Supporting Evidence
Evidence Base
4 Jan 2023 — 3D Vision Camera with Integrated Depth and AI Processing
https://www.vision-systems.com/cameras-accessories/article/14287853/3d-vision-camera-with-integrated-depth-and-ai-processing17 Mar 2023 — Edge AI Computer Released
https://www.vision-systems.com/embedded/article/14291152/edge-ai-computer-released17 Mar 2023 — Hailo-15 AI-centric Vision Processor
https://image-sensors-world.blogspot.com/2023/03/hailo-15-ai-centric-vision-processor.html26 Oct 2023 — Cognex Launches New AI-Assisted Barcode Reader
https://www.vision-systems.com/cameras-accessories/article/14300513/cognex-launches-ai-assisted-barcode-reader13 Nov 2023 — IDS Launches New Edge/AI Industrial Camera
https://www.vision-systems.com/cameras-accessories/article/14301410/ids-launches-new-edge-ai-industrial-camera
Why It Matters
This reinforces the Outlook’s view that vision is becoming more embedded and more locally intelligent. Smart cameras are becoming perception nodes, not just compact acquisition devices.
Technology Themes
Smart Cameras, Embedded Vision, Edge AI, AI Inspection
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