Edge AI Featured
Getting Started with RV1126B + IMX415 AI Camera Kit
A practical guide from evaluation to prototyping with the low-cost RV1126B AI camera development kit
Tech Blog
Tech Blog
Practical techniques and latest trends in AI camera, edge AI, WebRTC, GStreamer, and embedded Linux development.
Edge AI
How to Choose an Edge AI Board in 2026
Key selection criteria for edge AI boards: inference performance, camera input, SDK maturity, and mass production support
WebRTC / Recording SDK
Key Considerations for WebRTC on Embedded Devices
Design principles and implementation techniques for low-latency WebRTC video streaming on AI cameras
AI Recognition Algorithms
Optimizing AI Inference with NPU
Practical techniques for accelerating object detection models on the RV1126B NPU: quantization and tuning
Technical Blog
Building AI Camera Video Pipelines with GStreamer
Practical pipeline construction from video input to AI inference, encoding, and streaming for AI cameras using GStreamer