AI IP Cameras Rockchip RV1126 / RV1109 with Edge Analytics
Real-time Object Detection, Tracking & Smart Video Analytics on the Edge
We developed a next-generation AI IP camera based on Rockchip RV1126 / RV1109, integrating edge video analytics, low-power embedded processing, and optimized firmware.
The device performs object detection, tracking, and event analytics directly on the camera — without relying on the cloud.
The device performs object detection, tracking, and event analytics directly on the camera — without relying on the cloud.
Project Summary
4K imaging with Sony IMX and hardware H.265/H.264 encoding
Optimized Buildroot firmware with custom V4L drivers
Low-power architecture (<10 W) with stable thermal and electrical performance
Full-cycle development: 10-layer HDI PCB, firmware, mechanics, and mass-production support
Full-cycle R&D
In-house laboratory
100% Job Success
(Upwork & Linkedin)
(Upwork & Linkedin)
Project Overview
Client: Surveillance and industrial automation systems manufacturer
Objective: Develop an AI IP camera with real-time on-device video analytics
Platforms: Rockchip RV1126 / RV1109, Sony IMX custom Buildroot BSP
Our contribution: Electronics, firmware, sensors integration, validation, mass-production support
Objective: Develop an AI IP camera with real-time on-device video analytics
Platforms: Rockchip RV1126 / RV1109, Sony IMX custom Buildroot BSP
Our contribution: Electronics, firmware, sensors integration, validation, mass-production support
This project focused on creating a modern AI-powered IP camera designed for industrial and commercial security systems.
The camera performs analytics at the edge using RV1126’s NPU and hardware-accelerated video pipeline. We delivered full-cycle development: 10-layer HDI PCB, Sony IMX sensor integration, firmware, and production testing.
The camera performs analytics at the edge using RV1126’s NPU and hardware-accelerated video pipeline. We delivered full-cycle development: 10-layer HDI PCB, Sony IMX sensor integration, firmware, and production testing.
Engineering Challenges
High-performance edge AI under 10 W
Real-time inference and analytics with power and thermal limits.
MIPI CSI-2 integration with Sony IMX sensors
Stable 4K video capture + low-latency path for the AI engine.
Firmware optimization for fast boot
Buildroot-based BSP, drivers, accelerated GStreamer pipelines.
Cost-efficient production design
10-layer HDI PCB and lowcost components.
Reliable continuous operation 24/7
Thermal management, stable power delivery, noise-sensitive PCB layout.
Our Solution
Hardware Engineering
▪️ 10-layer HDI PCB
▪️ Sony IMX sensor integration
▪️ Dual DDR3
▪️ eMMC 64GB + SD slot
▪️ 1G Ethernet, USB 2.0
▪️ Lens control module (zoom/focus)
▪️ Microphone audio input
▪️ CAN, GPIO
▪️ Power system 9–20 V, <10 W
▪️ 10-layer HDI PCB
▪️ Sony IMX sensor integration
▪️ Dual DDR3
▪️ eMMC 64GB + SD slot
▪️ 1G Ethernet, USB 2.0
▪️ Lens control module (zoom/focus)
▪️ Microphone audio input
▪️ CAN, GPIO
▪️ Power system 9–20 V, <10 W
Embedded Software
▪️ Custom Buildroot BSP
▪️ Device Tree tuning
▪️ Image sensor drivers
▪️ Testing firmware for factory QC
▪️ Production-ready update tools
▪️ Custom Buildroot BSP
▪️ Device Tree tuning
▪️ Image sensor drivers
▪️ Testing firmware for factory QC
▪️ Production-ready update tools
Manufacturing
▪️ Prototype fabrication and validation
▪️ Bring-Up and testing
▪️ Production-ready documentation and support
▪️ Prototype fabrication and validation
▪️ Bring-Up and testing
▪️ Production-ready documentation and support
Applications
▪️ Industrial surveillance and safety monitoring – real-time detection of people, vehicles, and unsafe behaviors on factory floors and warehouses.
▪️ Perimeter and access control – tracking movement in restricted areas, gates, loading zones, and entrances.
▪️ Smart retail and commercial spaces – visitor counting, queue monitoring, heatmaps, and event-based recording.
▪️ Logistics hubs and warehouses – pallet, forklift, and AGV tracking, zone occupancy analytics.
▪️ Smart city and traffic monitoring – roadside cameras with on-device analytics for vehicles and pedestrians.
▪️ Custom OEM/ODM solutions – integration into branded NVRs, AI video platforms, and vertical-specific security systems.
▪️ Perimeter and access control – tracking movement in restricted areas, gates, loading zones, and entrances.
▪️ Smart retail and commercial spaces – visitor counting, queue monitoring, heatmaps, and event-based recording.
▪️ Logistics hubs and warehouses – pallet, forklift, and AGV tracking, zone occupancy analytics.
▪️ Smart city and traffic monitoring – roadside cameras with on-device analytics for vehicles and pedestrians.
▪️ Custom OEM/ODM solutions – integration into branded NVRs, AI video platforms, and vertical-specific security systems.
Key Results
▪️ Real-time detection & tracking on-device
▪️ Stable 4K imaging with low-latency video pipeline
▪️ Power consumption under 10 W
▪️ Fast boot firmware optimized for production
▪️ Fully offline operation (no cloud needed)
▪️ Ready for high-volume manufacturing
▪️ Stable 4K imaging with low-latency video pipeline
▪️ Power consumption under 10 W
▪️ Fast boot firmware optimized for production
▪️ Fully offline operation (no cloud needed)
▪️ Ready for high-volume manufacturing
Key Parameters
Interfaces
▪️ Sony IMX415 via MIPI CSI-2
▪️ 2× DDR3 2GB
▪️ 1G Ethernet
▪️ USB 2.0
▪️ eMMC 64GB
▪️ SD card
▪️ AudioMIC
▪️ Zoom Lens Control
▪️ CAN, GPIO
▪️ Power 9–20 V, 10 W
▪️ Sony IMX415 via MIPI CSI-2
▪️ 2× DDR3 2GB
▪️ 1G Ethernet
▪️ USB 2.0
▪️ eMMC 64GB
▪️ SD card
▪️ AudioMIC
▪️ Zoom Lens Control
▪️ CAN, GPIO
▪️ Power 9–20 V, 10 W
Main SoC
▪️ Rockchip RV1126 / RV1109
▪️ NPU inference acceleration
▪️ 4K@30fps hardware H.265 / H.264 encoding
PCB
▪️ 10-layer HDI
▪️ 1200+ components
▪️ 4300+ pads
▪️ 4500+ vias
▪️ Rockchip RV1126 / RV1109
▪️ NPU inference acceleration
▪️ 4K@30fps hardware H.265 / H.264 encoding
PCB
▪️ 10-layer HDI
▪️ 1200+ components
▪️ 4300+ pads
▪️ 4500+ vias