You want to build an AI camera product but get stuck at chip selection. The optimal SoC, sensor, and lens combination is unclear.
Edge AI Camera & Video Analytics Platform
Video analytics platform integrating multi-camera input, edge AI inference, recording, WebRTC streaming and management UI.
Are you facing these challenges?
Developing WebRTC streaming, recording pipeline, and AI inference SDK separately demands deep expertise in each area and massive engineering effort.
Moving from prototype to production design is a stumbling block. EMC, thermal management, and calibration create high barriers to volume manufacturing.

Move AI Camera PoCs into Operable Platforms
Video analytics projects need more than inference accuracy. Camera input, low-latency streaming, recording, device management and APIs must be designed together to reduce the gap between PoC and operation.
Use Cases
- Multi-camera analytics for facilities and factories
- Safety and operation monitoring using people, vehicle and object detection
- Remote WebRTC viewing and event recording
- AI camera product evaluation, prototyping and production design
Problems We Help Solve
- Evaluate reuse of RTSP/ONVIF cameras
- Design edge inference with limited cloud dependency
- Manage model updates, logs, recordings and notifications
- Integrate with existing apps through SDKs and APIs
Platform Architecture
Camera input, AI runtime, streaming, recording, event management and web UI are combined according to use case. The same architecture can grow from small PoC to multi-site operation.
- MIPI, USB and RTSP camera input
- Edge inference using NPU, GPU or CPU
- WebRTC streaming, recording and event notification
- Device settings, logs and API integration
Why CSUN
- Embedded camera, AI SDK, WebRTC and recording SDK support in one team
- Clear path from evaluation kit to custom hardware and production design
- Implementation considers network, latency and maintenance from the start
Discuss Video Analytics
Share camera sources, target AI, site count and recording requirements. We can propose a PoC architecture and development roadmap.
Expected Benefits
Start AI camera development the same day with the RV1126B+IMX415+AI accelerator evaluation kit. Verify WebRTC, recording, and AI inference all in one.
End-to-end support from chip selection to production design. We don't stop at prototypes — we deliver production-ready products.
A single partner for hardware, SDK, and production minimizes communication overhead and development risk.
Applicable Industries & Use Cases
Related Products
RV1126B AI Vision Kit
RV1126B NPU evaluation kit for AI camera PoC, video streaming, recording and production planning.
Industrial Camera Modules
USB/MIPI industrial camera modules selected and customized around image quality, field of view, low-light needs and enclosure constraints.
Edge AI Computing Devices
Edge AI computing devices for running AI inference inside factories, facilities and embedded equipment.
Related Documents & Resources
From camera selection to AI model design, embedded implementation, and mass production — we provide end-to-end support.
FAQ
Can you customize camera modules?
Yes, we offer customization from lens selection, FOV, interface (MIPI/USB/CSI) to enclosure design, tailored to your product requirements. Please share your needs first.
Can we start with a production-oriented PoC consultation?
Absolutely. CSUN's strength is end-to-end support from prototype to mass production. We propose designs with production in mind from the PoC stage, enabling a smooth transition to volume manufacturing.
Do you provide WebRTC recording and AI SDK?
Yes, the RV1126B AI Vision Kit provides P2P/WebRTC streaming, recording pipeline, and AI inference SDK in one package. API documentation and sample code are also available.
Are evaluation samples available for the QR code reading module?
Yes, we offer evaluation sample loans. You can test reading performance in your actual usage environment. Please contact us via the inquiry form.
Can you support mass production and long-term supply for the Japanese market?
Yes, CSUN has 15+ years of track record in the Japanese market, with numerous mass production and long-term supply achievements: 20k digital piano units, 5k+ camera modules, 500 logistics devices, and more. Our entire operation — from component selection and quality management to after-sales support — is built for long-term supply.
Planning an AI vision or edge AI solution?
From camera selection to AI model design, embedded implementation, and mass production — we provide end-to-end support.
Related Case Studies
Proven results related to this solution.
AI-sCare+ Care Monitoring Image Analytics System
Night patrol and room checks were burdensome, while the facility needed earlier signs of abnormal events, privacy-aware operation and record management.
Image Processing Inspection System for Beauty Devices
Glossy and curved parts changed how scratches and stains appeared, causing variation in manual judgment.
Industrial QR Code Reading Camera Module
Distance, code size and reflection varied, while generic readers did not fit enclosure or communication requirements.