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Nvidia Jetson/Orin/Sophon + FPGA + AI High-Performance Edge Computing Box: Gas Station Safety Intelligent Detection System

#人工智能#边缘计算#安全

Due to the unique nature of the gas station industry, oil depots and gas stations often store large quantities of refined fuel to meet sales demands, making the safety of personnel and property paramount. Xinmai Technology's Smart Gas Station Solution focuses on gas station safety, based on digital gas stations, to create a one-stop smart safety gas station solution; the solution covers safety management for service areas and refueling operation zones.

This solution utilizes intelligent recognition and analysis technologies, such as AI edge computing boxes and cameras, to analyze real-time video content, detect abnormal information, and predict risks, thereby enhancing gas station safety coefficients in the most efficient and direct way. It performs detection for fire/smoke in operation areas, phone call recognition, personnel intrusion, staff behavior compliance, on-duty/off-duty status, smoking recognition, license plate recognition, and more. It processes corresponding situations to prevent incidents before they occur, and its lightweight deployment also facilitates project implementation.

    1. Product Overview

The XM-AIBOX-32 Smart Edge Analysis All-in-One Machine is a high-performance, low-power edge computing product. Equipped with the BM1684X main chip, it delivers up to 32 TOPS INT8 computing power, 16 TFLOPS FP16/BF16 computing power, and 2 TFLOPS FP32 computing power. It can process 32 channels of high-definition video simultaneously, supporting 32 channels of 1080P HD video hardware decoding and 12 channels of encoding.

This product highly integrates high-precision AI intelligent algorithms based on computer vision and deep learning networks, as well as a comprehensive intelligent video management platform. The AI intelligent algorithms cover various scenarios such as parks, communities, construction sites, and campuses, and can be combined and configured as needed for specific scenarios. The comprehensive intelligent video management platform supports front-end device management, real-time video preview, alarm push, forensic capture, online algorithm loading and optimization, data situational analysis large screen display, and more. The device is easy to operate, plug-and-play, and also features rich northbound API interfaces to empower upper-layer business application platforms.

    1. Product Features

Ultra-High Performance Computing and Codec Capabilities

  • Supports up to 32 TOPS INT8 peak computing power;
  • Supports up to 16 TFLOPS FP16/BF16 half-precision computing power;
  • Supports 2 TFLOPS FP32 high-precision computing power;
  • Supports up to 32 channels of H.264/H.265 1080P@25FPS video hardware decoding;
  • Supports up to 12 channels of H.264/H.265 1080P@25FPS video hardware encoding.

Rich Built-in AI Algorithms

  • Built-in with over 30 AI algorithms, supporting free combination and custom configurations;

(Supports Personnel Structuring / Face Recognition / Vehicle Structuring / License Plate Recognition / Flame Detection / Smoke Detection / Smoking Detection / Phone Call Detection / Mobile Phone Usage Detection / Mask Non-Compliance Detection / Personnel Absenteeism Detection / Personnel Sleeping on Duty Detection / Personnel Fall Detection / Personnel Electrostatic Discharge (ESD) Detection / Area People Counting / Area Under-Occupancy Detection / Area Over-Occupancy Detection / Area Abnormal Occupancy Detection / Area Intrusion Detection / Work Uniform Detection / Safety Helmet Detection / Reflective Vest Detection / Electric Bicycle Detection / Standard Parking (Illegal Parking) / Entrance/Exit Flow Statistics / Perimeter Climbing Intrusion / Personnel Cross-Border Detection / Area Loitering Detection / Fire Lane Obstruction / Fire Escape Route Obstruction / Garbage Not in Bin Detection / Overflowing Trash Bin Detection / Garbage Disposal Reminder / Camera Abnormal Movement Detection, and other algorithms)

  • Each video channel supports up to 3 AI analysis tasks running simultaneously;
  • Supports up to 32 video AI analysis tasks running simultaneously; if exceeding 32 tasks, round-robin analysis can be performed.

Rich Interfaces, Flexible Deployment

  • Supports rich interfaces: 1000M Ethernet port, USB3.0/USB2.0, HDMI, RS-485, RS-232;
  • Supports wide operating temperature environment from -20℃ to +60℃;
  • Supports IP30 protection rating, fanless cooling (subject to specific model);
  • Adapts to support SATA storage, supports 2TB storage capacity (subject to specific model);
  • Optional support for LTE wireless backhaul function (subject to specific model);
  • Northbound interfaces: Supports HTTP protocol, MQTT protocol, GB28281
  • Southbound interfaces: Supports GB28281, Onvif, RTSP

High Reliability, Encryption Protection

  • High-capacity eMMC supports development of primary/secondary partitions;
  • Supports abnormal fault alarm and protection handling mechanisms;
  • Supports programmable encryption chip for privacy information protection.

User-Friendly Toolchain, Flexible Development

  • One-stop deep learning development toolkit Sophon SDK;
  • Supports mainstream deep learning frameworks such as Caffe/DarkNet/TensorFlow/PyTorch/MXNet/ONNX/PaddlePaddle;
  • Supports mainstream network models for classification and detection, supports custom operator development;

Supports Docker containerization for rapid deployment of algorithm applications.

    1. Technical Specifications

Specifications

XM-AIBOX-32

Technical Specifications

Chip

SOC

BM1684X

CPU

8-core A53@2.3GHz

AI Computing Power

INT8

32 TOPS

BF16/FP16

16 TFLOPS

FP32

2 TFLOPS

Video/Image Codec

Video Decoding Capability

H.264/H.265: 1080P @800fps

Video Decoding Resolution

8K / 4K / 1080P / 720P / D1 / CIF

Video Encoding Capability

H.264/H.265: 1080P @300fps

Video Encoding Resolution

4K / 1080P / 720P / D1 / CIF

Image Encoding/Decoding Capability

600 frames/sec (JPEG)

Max Image Decoding Resolution

32768 * 32768

Memory & Storage

Memory

16 GB

eMMC

64 GB

External Interfaces

Ethernet Port

10/100/1000Mbps Adaptive *2

USB

USB3.0 *2, USB2.0 *2

Storage

MicroSD *1

Display

HDMI *1

Serial Port

RS232 *1 / RS485 *1

Extended Storage

SSD (Optional)

M.2 SSD

Wireless Functionality

4G/5G Wireless Module (Optional)

Mini-PCIe 4G Module / M.2 5G Module

Antenna

SMA Female *1 (LTE)

SMA Female *4 (5G), requires motherboard replacement

SMA Female *2 (Wi-Fi)

SMA Female *1 (BT)

SIM

Standard SIM Card Slot

Wi-Fi/BT

Wi-Fi supports 802.11a/b/g/n/ac

BT5.0

Physical Specifications

Dimensions

LWH

210 mm * 130 mm * 44.5 mm

Power Supply & Consumption

Power Supply

DC 12V

Typical Power Consumption

≤20W

Note: HDD, 4G/5G functions are optional and not standard product configurations. Typical power consumption does not include HDD or wireless module power consumption.