The core of Longer Vision — computer vision as a full hardware-software discipline, from the sensor to the algorithm. Sensor/lens selection, compute matching, calibration, classic CV and vision tasks. Cross-cutting tech goes in tags (opencv, yolo, tensorrt).

The AI half — models and training beyond vision: language, audio, multimodal, and the data behind them. Vision models live under Computer Vision; everything else lives here.

The boards and systems that run it all — Jetson, Pi, microcontrollers, and getting models onto real devices. Camera hardware lives under Computer Vision; this is the non-camera silicon and deployment.

AI + Vision running in the real world — the cloud-edge demos we ship, one sub-category per demo. Mirrors Live Demos — Longer Vision Technology. Embed the live demo, post a clip, report what broke.

Show what you built, or get unstuck — finished projects and weekend hacks, plus hands-on troubleshooting on code, data, training and deployment. Bring demos and results; bring errors and what you’ve tried.

Forum news and everything off-topic — announcements, rules, roadmap, introductions, career, hardware buys and feedback about the forum itself. Say hello, keep it kind.