Practical techniques and latest trends in AI camera, edge AI, WebRTC, GStreamer, and embedded Linux development.
A practical guide to CMOS sensor fundamentals and lens selection for industrial and AI camera applications. Covers sensor size, resolution, shutter type, low-light performance, and lens focal length / F-number.
A practical guide from evaluation to prototyping with the low-cost RV1126B AI camera development kit
Key selection criteria for edge AI boards: inference performance, camera input, SDK maturity, and mass production support
Design principles and implementation techniques for low-latency WebRTC video streaming on AI cameras
Practical techniques for accelerating object detection models on the RV1126B NPU: quantization and tuning
Practical pipeline construction from video input to AI inference, encoding, and streaming for AI cameras using GStreamer
