QVAC(@qvac):Agent Emergence put QVAC inside an actual 2 GB camera, with detection on its NPU, VisionPsy-Nano describing the scene, and not a single frame leaving the device. They started from our open-source smart camera example and built on it to create this awesome real-life demo. Not only did they connect it to a real camera, they also optimised it by running detection on the neural processor and the analysis on the CPU. Brilliant.

2026.10.23 14:01

Agent Emergence put QVAC inside an actual 2 GB camera, with detection on its NPU, VisionPsy-Nano describing the scene, and not a single frame leaving the device. They started from our open-source smart camera example and built on it to create this awesome real-life demo. Not only did they connect it to a real camera, they also optimised it by running detection on the neural processor and the analysis on the CPU. Brilliant.

Agent Emergence@agentemergence

2026.10.22 08:01

1/9 @qvac built a smart camera that never uploads your footage, running on a laptop. We put the same idea inside an actual camera: QVAC on a 2 GB device, detecting on its NPU, describing with VisionPsy-Nano, and proving that no frame ever left. 🧵