Developing Object Recognition for HoloLens
summary
Shows how to build real-time object recognition on HoloLens using the Vuforia Augmented Reality SDK: captures and labels images, trains and packages models, then runs them on-device integrated with spatial anchors. Presents a working prototype that recognizes physical objects, details concrete failure modes (lighting sensitivity, false positives), and discusses performance tradeoffs and deployment steps rather than high-level theory.
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chapters (5)
- 0:00HoloLens object recognition
- 7:43Recognition challenges
- 27:21Project technologies
- 45:21Object recognition demo
- 56:53Future directions
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