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AI Security Detection Solution Based on RK1126 with Support for Custom AI Algorithm Development

#RK1126#人工智能#智慧安防

The AI BOX is a high-performance, low-power edge computing device based on the RK1126 platform, delivering 2 TOPS of computing power. The RK1126 supports 4K H.264/H.265 decoding and 1080p@60fps H.264/H.265 encoding, with HDMI video output supporting up to 4K@30fps. With a lightweight and flexible design, it is widely applicable in fields such as new retail, intelligent security, smart classrooms, and gaming consoles.

Algorithms can be customized and ported according to customer requirements:

Supported functions include fall detection, climbing recognition, fight detection, absence from post detection, sleeping on duty detection, flame detection, smoke detection, fire lane obstruction detection, virtual fence (electronic perimeter), garbage overflow detection, and people counting.

Main Specifications:

The RV1126 HCoreV1.1 core board features Rockchip's RV1126 main chip, 1GB DDR3 memory, and 8GB eMMC storage. It supports up to 4 channels of 1080p@30fps AI computing, integrating a 2.0 TOPS NPU. It supports integration of algorithms from frameworks such as ADAS, Caffe, TensorFlow, MXNet, and PyTorch. Equipped with 100M/1000M Ethernet ports, firmware can be upgraded via SD card. It provides two USB interfaces, configurable as HOST or DEVICE. Optional external Wi-Fi, external active GPS, or 4G/5G modules are supported. Serial debugging is supported, along with one CAN bus interface, expandable to multiple CAN channels via serial. A secondary development SDK is provided, and shielding cover-based heat dissipation is supported. Custom PCBA development is available.

This 8-channel edge computing box is built on the Rockchip RV1126 chip platform, a lightweight, independently developed video intelligent analysis device capable of running multiple mainstream AI algorithms. It provides enterprises with a lightweight, multi-platform, easily portable, high-performance, energy-efficient edge computing solution that supports secondary development. It is widely used in behavior analysis across industries such as power, energy, gas stations, smart construction sites, smart communities, intelligent transportation, and intelligent security.

Key Features:
● 2 TOPS computing power module for flexible deployment across various algorithm environments.
● Supports mainstream deep learning frameworks including ADAS, Caffe, TensorFlow, MXNet, and PyTorch.
● Supports network models for face detection, flame detection, smoking detection, object tracking, recognition, posture estimation, hard hat detection, and more.
● Equipped with 100M/1000M Ethernet ports, expandable to 4G/5G/Wi-Fi wireless connectivity.
● Low-power design with passive and optional active fan cooling for stable and reliable operation.
● Fully embedded, highly integrated structure suitable for desktop placement or wall mounting, enabling easy installation and maintenance.
● Rich peripheral interface options including MSATA, M.2, RS485, RS232, TF card, LINE IN, and LINE OUT.

Industry

Number of Algorithms

Corresponding Algorithms

Public Safety

28

Mobile phone usage detection, flame detection, smoking detection, hard hat detection, pedestrian detection, intruder detection, trespassing detection, climbing detection, absence from post detection, loitering detection, crowd gathering detection, crowd density estimation, manhole cover detection, fall detection, object pick-up/drop-off detection, e-bike in elevator detection, large luggage on escalator detection, short-sleeve/shorts attire detection, vessel intrusion detection, protective suit detection, mask detection, smoke detection, water accumulation detection, fire extinguisher placement detection, stroller on escalator detection, escalator逆行 detection, cat/dog detection, facial expression recognition

Smart Energy

17

Mobile phone usage detection, flame detection, smoking detection, hard hat detection, reflective vest detection, intruder detection, trespassing detection, climbing detection, loitering detection, crowd gathering detection, insulating glove detection, short-sleeve/shorts attire detection, forklift detection, smoke detection, goggles detection, workwear detection, bird nest detection

Smart Industry

17

Hard hat detection, reflective vest detection, intruder detection, trespassing detection, climbing detection, loitering detection, crowd gathering detection, insulating glove detection, short-sleeve/shorts attire detection, forklift detection, PCB defect detection, industrial defect detection, fire extinguisher placement detection, construction waste truck detection, goggles detection, workwear detection, exposed soil pile detection

Intelligent Transportation

15

Non-motorized vehicle detection, illegal parking detection, e-bike helmet detection, reflective vest detection, manhole cover detection, heavy truck restriction detection, water accumulation detection, seat belt detection, construction waste truck detection, road damage detection, drowsy driving detection, workwear detection, heavy machinery detection, e-bike riding detection, traffic light recognition

Smart Park

14

Non-motorized vehicle detection, illegal parking detection, e-bike helmet detection, flame detection, smoking detection, intruder detection, trespassing detection, climbing detection, loitering detection, crowd gathering detection, clutter in hallway detection, nocturnal rodent detection, package movement detection, heavy machinery detection

Smart Construction

11

Hard hat detection, reflective vest detection, object dropping from height detection, clutter in hallway detection, e-bike in elevator detection, short-sleeve/shorts attire detection, construction waste truck detection, goggles detection, drowsy driving detection, workwear detection, exposed soil pile detection

Smart City Management

10

Non-motorized vehicle detection, illegal parking detection, e-bike helmet detection, trash bin overflow detection, garbage pile detection, street vendor detection, encroachment detection, water accumulation detection, illegal signboard detection, construction waste truck detection

Smart Office

5

Mobile phone usage detection, flame detection, smoking detection, absence from post detection, sleeping on duty detection

Clear Kitchen & Bright Stove

5

Smoking detection, chef hat detection, chef uniform detection, mask detection, nocturnal rodent detection

Smart Agriculture

4

Livestock detection, crop pest and disease detection, nocturnal rodent detection, cat/dog detection

Smart Environmental Protection

3

Reflective vest detection, trash bin overflow detection, garbage pile detection

Smart Water Management

2

Vessel intrusion detection, floating debris detection