Nvidia Jetson/Orin/SOPHON +FPGA+High-Performance AI Edge Computing Box: Weichai Lovol Smart Agriculture Unmanned Driving
Weichai Lovol Smart Agriculture Technology Co., Ltd. is a crucial strategic business unit of Weichai Group. Its businesses, including harvesting machinery and tractors, have maintained industry leadership for many consecutive years, making it one of the few domestic brands capable of providing comprehensive mechanized solutions for modern agriculture. Following Weichai Group's strategic restructuring of Weichai Lovol Smart Agriculture, Weichai Lovol Smart Agriculture has officially entered a new phase of development. Focusing on two major strategic businesses: intelligent agricultural machinery and smart agriculture, it leverages Weichai Group's advantages in new technology fields such as hydraulic electronic control, CVT powertrains, new energy, and intelligent driving.

Weichai Lovol Smart Agriculture continuously breaks through cutting-edge technologies in agricultural modernization development, driving products and services towards high-end and intelligent development, and continuously enhancing the core competitiveness of the agricultural equipment industry chain. It is committed to achieving intelligent manufacturing, intelligent management, and intelligent services through industrial internet technology, providing comprehensive solutions for global modern agricultural production, urban life construction, and resource industries. Lovol Heavy Industry's business scope covers four major areas: agricultural equipment, construction machinery, vehicles, and finance + internet, possessing a complete core component industry chain. It innovates and adheres to a development model of "global R&D, global manufacturing, and distribution," with R&D centers, manufacturing bases, and marketing service networks in multiple overseas countries. The development goal of Weichai Lovol Smart Agriculture is to build a leading global brand in the smart agricultural technology industry, and to advance China's agricultural mechanization level to world-class.

The combination of agricultural machinery and edge computing has unlocked immense potential for agricultural automation. Through development, similar to automated tractor kits, this system allows machine operators to set truck unloading points (anywhere on the farm), adjust speed, monitor location, and precisely synchronize the speed and direction of trailers with combine harvesters. Once harvested crops (such as corn) are full, the trailer will automatically return to the unloading point. Unmanned tractor technology allows operators to leave the cab and complete operations faster, with less labor than ever before. Currently, the agricultural industry is transitioning from predominantly small-scale farming to large-scale, mechanized, and intensive operations, which provides vast opportunities for agricultural big data applications. Information technologies such as big data are key to unlocking agricultural development challenges. Including market forecasting, farmer credit assessment, and agricultural finance, all need to be built on data analysis. Precision, networking, and intelligence are the new directions for agricultural industry development. To solve food problems with agricultural technology, efforts can generally focus on precision agriculture, effective use of climate information, improving supply and transportation efficiency, and enhancing supply-demand efficiency.
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- Product Overview
The XM-AIBOX-32 Intelligent Edge Analysis All-in-One Machine is a high-performance, low-power edge computing product. Equipped with the BM1684X main chip, it boasts INT8 computing power up to 32 TOPS, FP16/BF16 computing power up to 16 TFLOPS, and FP32 computing power up to 2 TFLOPS. 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 pushing, evidence capture, online algorithm loading and optimization, and large-screen display of data trend analysis. The device is easy to operate, plug-and-play, and also features rich northbound API interfaces, enabling integration with upper-layer business application platforms.
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- Product Features
Ultra-High Performance Computing and Encoding/Decoding Capabilities
- Supports peak INT8 computing power up to 32 TOPS;
- Supports FP16/BF16 half-precision computing power up to 16 TFLOPS;
- Supports FP32 high-precision computing power up to 2 TFLOPS;
- Supports hardware decoding for up to 32 channels of H.264/H.265 1080P@25FPS video;
- Supports hardware encoding for up to 12 channels of H.264/H.265 1080P@25FPS video.
Rich Built-in AI Algorithms
- Built-in 30+ AI algorithms, supporting free matching and custom combinations;
(Supports person structuring / face recognition / vehicle structuring / license plate recognition / flame detection / smoke detection / smoking detection / phone call detection / mobile phone usage detection / unmasked detection / personnel absenteeism detection / personnel sleeping on duty detection / personnel fall detection / personnel electrostatic discharge detection / area crowd counting / insufficient personnel in area / area overcrowding detection / abnormal personnel count in area / area intrusion detection / work uniform detection / safety helmet detection / reflective vest detection / electric bicycle detection / standard parking (illegal parking) / entrance/exit passenger flow statistics / perimeter fence climbing intrusion / personnel boundary crossing 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 displacement 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; when exceeding 32 AI analysis tasks, polling 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 level, supports fanless cooling (subject to specific model);
- Adapts to and supports SATA storage, with 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
- Supports high-capacity eMMC with developable primary/secondary partition support;
- Supports abnormal fault alarm and protection 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 algorithm application deployment.
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- Technical Specifications
Specifications
XM-AIBOX-32
Technical Specifications
Chip
SOC
BM1684X
CPU
AI Computing Power
INT8
32 TOPS
BF16/FP16
16 TFLOPS
FP32
2 TFLOPS
Video/Image Encoding & Decoding
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/second (JPEG)
Max Image Decoding Resolution
32768 * 32768
Memory & Storage
Memory
16 GB
eMMC
64 GB
External Interfaces
Network 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 baseboard 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: Hard drive, 4G/5G functions are optional and not standard product configurations. Typical