As a core intelligent piece of equipment for industrial parks, energy storage stations, underground utility tunnels, and factory-area security, the smart inspection robot’s AI recognition, autonomous tracking, and remote dispatch capabilities all rely entirely on the comprehensive performance of its front-end visual hardware. Currently, the industry generally faces challenges such as difficulties in matching imaging and signal conversion components, limitations on the robot’s payload capacity, failure to effectively recognize objects in low-light conditions, lack of interoperability among multiple control protocols, and visual...Addressing pain points such as high transmission loss, which significantly increase the R&D, debugging, and maintenance costs of robotic systems, Kaimorui has specifically launched the CM8805EM mini 5x-starlight AI module paired with the CM2001M encoding control module combination kit. This split, dual-hardware, independently adaptable, and synergistically coordinated solution fully covers the entire workflow—from image acquisition and edge-side AI analysis to 4K signal conversion and unified pan-tilt control—providing comprehensive support for a wide range of robotic AI application scenarios. By leveraging the inherent hardware parameter advantages, this solution effectively addresses various challenges in deploying mobile robot vision systems.

I. The CM8805EM lightweight starlight image sensor, designed for robots with limited payload, enables all-weather, high-definition image capture.

The CM8805EM is the core image-capture module for robotic AI vision. Relying on an integrated, miniature design, it breaks through the bulky limitations of traditional imaging devices. The entire unit weighs only 78g and measures 40×47×74.1mm. It can be directly embedded into inspection robot pan-tilt units, robotic arm end-effectors, or small airborne pods—eliminating the need for additional mounting brackets and effectively reducing internal wiring space within the robot. The hardware is equipped with a 1/2.8-inch Sony STARVIS CMOS sensor, delivering exceptional low-light imaging performance that meets the demands of all-weather operations: color imaging at 0.05 lux, and black-and-white imaging down to as low as 0.005 lux. Even in unlit factory environments at night, enclosed underground tunnels, or dimly lit warehouse spaces, it can produce clean, low-noise images, providing high-quality raw visual data for AI recognition. The lens features a focal length range of 3.3–16.5mm, enabling 5x optical zoom plus 16x digital zoom. Its horizontal field of view spans from a wide-angle range of 103.1° to a telephoto range of 19.1°, allowing for rapid, full-field scanning in wide-angle mode and precise target locking at long distances in telephoto mode. Switching between wide-angle and telephoto modes takes just 2 seconds, ensuring continuous, seamless video footage during robotic mobile inspections and dynamic target tracking. The device incorporates multiple advanced image optimization features, including electronic image stabilization, temperature-compensated autofocus, wide dynamic range, strong-light suppression, electronic defogging, and thermal noise reduction, enabling it to handle challenging conditions such as bumpy robot movements, extreme day-night temperature variations, backlighting, heavy smog, and dust. This ensures maximum imaging stability under all circumstances. Additionally, the device supports multi-mode autofocus—automatic, semi-automatic, and manual—enabling precise focusing from close-up distances of 0.3 to 0.6 meters. Whether detecting equipment defects at close range or identifying personnel at long distances, the device delivers accurate focus in every scenario.

II. Built-in, natively integrated deep learning AI algorithms endow the inspection robot with autonomous intelligent analysis capabilities.

Unlike conventional video equipment that relies on backend server processing, the CM8805EM features a full suite of deep-learning intelligent analysis algorithms onboard, enabling edge AI processing directly on the robot itself and significantly reducing the overall system’s computational demands and bandwidth usage. The perimeter detection module supports tripwire crossing and area intrusion detection; inspection robots can customize the surveillance perimeter within a factory site, triggering real-time alarms as needed. The target recognition algorithm precisely distinguishes between humans and vehicles, simultaneously identifying two high-risk behaviors—smoking and unauthorized phone calls—making it ideal for security inspections in factories and energy storage facilities. The device also comes with an extensive range of behavior detection functions: abandoned objects, object movement, loitering individuals, crowd gatherings, speeding vehicles, and illegal parking can all be detected in real time. Additionally, it provides comprehensive alerts for equipment anomalies, including video occlusion, scene changes, storage failures, network disconnections, IP address conflicts, and other types of events, which are proactively reported. The camera’s core natively supports both VISCA and PELCO PTZ control protocols; when paired with a pan-tilt unit, it enables AI-powered, intelligent target tracking. Upon detecting an anomaly, the camera automatically zooms in to lock onto the target, forming a fully autonomous closed-loop system encompassing “perception—recognition—tracking—alerting.” Video output supports dual-stream transmission via MIPI and 10/100M Ethernet ports. At the network end, it can deliver up to 4K resolution at 30 fps, while the MIPI channel ensures stable transmission of lossless 1080p video at 30 fps, making it compatible with both local embedded motherboards in robots and remote platforms for dual-channel transmission. The device supports H.265/H.264/MJPEG encoding formats, allowing flexible adaptation to various transmission scenarios through multiple streams. Furthermore, the device is compliant with GB28181, ONVIF, and HTTP CGI protocols, enabling seamless integration with robot central control and dispatch platforms for coordinated management of multiple inspection robots.

III. The CM2001M standalone encoding control module establishes a unified channel for robot 4K signal conversion and centralized control.

As a standalone complementary hardware device, the CM2001M is not integrated with the CM8805EM; instead, it independently handles signal conversion and multi-protocol coordinated control, serving as the central hub for robot vision systems. The module’s core function is HDMI-to-MIPI signal conversion. Its HDMI input supports resolutions up to 4K (3840×2160 at 30Hz). When paired with the CM2002U tail board, it can expand output to 1080P at 60 frames per second, making it suitable for various signal access requirements of robot local display terminals and embedded processing boards. The hardware adopts a standard square size of 50mm × 50mm, with positioning holes measuring 45mm × 45mm and standard 2mm aperture holes, facilitating easy integration into spare equipment compartments within robots without occupying internal installation space. The control protocol is fully compatible with SONY VISCA, PELCO-P, and PELCO-D, featuring a default auto-adaptation mode that enables unified management of the CM8805EM mechanism and associated gimbal motion commands, thereby resolving issues related to incompatibility among multiple hardware protocols and cumbersome debugging processes. With its exceptional versatility, this control module not only supports the entire CM series of mechanisms but is also compatible with industrial cameras such as Sony’s 6300, 9520l, and 7520. A single control module can be matched with multiple types of vision acquisition hardware, reducing the variety of components that robot manufacturers need to procure and shortening the R&D and adaptation cycle. The power supply uses a standard DC12V input, which perfectly matches the CM8805EM’s DC9-12V power supply system, ensuring seamless compatibility with inspection robots equipped with built-in mobile power sources.

IV. Dual-module split collaborative architecture, adaptable to all operating conditions and supporting the implementation of various robot AI projects.

The CM8805EM imaging module and the CM2001M encoding control board feature a separate, independent design. These two components can be assembled independently and complement each other in function, making them suitable for a variety of inspection robot configurations with different structural layouts. In terms of environmental adaptability, the CM8805EM operates within a temperature range of -30℃ to +60℃ and can be stored at temperatures from -40℃ to +70℃. It is equipped with multi-level circuit protection against static electricity and surges, ensuring stable operation even in harsh environments such as outdoor open spaces, low-temperature cold storage facilities, high-temperature workshops, and humid underground settings. The entire system consumes only 4.0W in static mode and has a maximum power consumption of just 5.0W, thanks to its low-power characteristics, which significantly extend the robot’s operational endurance. The system supports local storage up to 1TB via MicroSD cards and can also integrate with cloud storage solutions like FTP and NAS, meeting the long-term video retention requirements for inspection tasks. Additionally, the network incorporates multiple security mechanisms, including IP/MAC filtering and HTTPS encryption, safeguarding plant-site monitoring data from unauthorized access or leakage. This modular visual solution greatly simplifies the development process of robotic vision systems. Imaging, encoding, and control hardware can be selected independently and arranged flexibly. With standardized dimensions, universal power supply, and a unified control protocol, this approach eliminates much of the adaptation and debugging work, thereby shortening the overall R&D and time-to-market period. Whether it’s a wheeled inspection robot for industrial parks, a rail-based inspection robot for electrical cabinets, explosion-proof inspection equipment for mining applications, or an airborne reconnaissance robot for high-altitude operations, the Kaimorui CM8805EM + CM2001M split dual-module solution provides all-weather, high-precision, and low-consumption AI visual support. This not only reduces the cost of intelligent robot upgrades but also accelerates the commercial deployment of smart inspection robots across various industries.