Enhancing Recycling Efficiency and Accuracy with AI-Driven Smart Waste Management Technologies
As global populations surge and consumption increases, the world faces an escalating waste crisis. This puts traditional recycling systems under immense pressure to evolve, demanding faster, more accurate, and less labor-intensive processes. Key challenges for recycling systems include persistently low recycling rates, consumer sorting errors approaching 70%, complex material classification requirements, and a heavy reliance on manual labor.
In contrast, AI-powered technologies are delivering transformative results. Smart sorting bins and robotic systems now achieve up to 95% accuracy in waste classification, dramatically improving efficiency. These advancements underscore the pivotal role of AI, edge computing, computer vision, and robotics in modernizing waste collection, sorting, and processing. Axiomtek supports this transformation with a comprehensive portfolio of industrial computing solutions, including GPU-powered systems purpose-built to power next-generation smart waste management systems.
AIE100-ONA: NVIDIA® Jetson Orin™ Nano Super for Accurate and Fast Material Sorting
Outstanding AI Performance
The AIE100-ONA is powered by the NVIDIA® Jetson Orin™ Nano Super platform, which features a 6-core Arm® Cortex®-A78AE v8.2 64-bit CPU with 1.5MB L2 and 4MB L3 cache, delivering up to 67 TOPS of accelerated AI computing performance. It also integrates an advanced 1024-core NVIDIA Ampere GPU with 32 Tensor Cores.
Compact, Rugged, and Fanless
The AIE100-ONA, measuring only 148.6 mm x 129.8 mm x 34.6 mm, is well suited for deployment in constrained spaces. Its fanless, rugged design, -25°C to +60°C wide operating temperature range, 3 Grms vibration endurance, and IP42-rated protection ensure reliable operation in demanding environments.
Rich I/O with Front-Facing Design
To enhance connectivity versatility, the AIE100-ONA features rich I/O interfaces for cameras and sensors. Its front-facing design facilitates installation and maintenance for customers.
AIE510-ONX: 100 TOPS AI Computing Power by NVIDIA® Jetson Orin™ NX, Ideal for Recycling Lines
Exceptional AI Computing Power
Powered by the NVIDIA® Jetson Orin™ NX, the AIE510-ONX delivers up to 100 TOPS of computing power, enabling it to analyze large volumes of image data. It also supports the NVIDIA Isaac™ Robot Operating System (ROS) SDK, which accelerates AI-enabled robot development.
Rich I/O for Camera and Robot Integration
To support seamless integration with multiple sensors and cameras on robotic arms and recycling belts, the AIE510-ONX is equipped with a comprehensive I/O interface, including a COM port for precise motion control and a PoE port supporting EtherCAT for real-time, high-speed, synchronized robot communication.
Fanless and Rugged Industrial-Grade Design
The fanless AIE510-ONX features a wide operating temperature range from -25°C to +60°C and a 9–36 VDC wide-range power input. This allows it to operate smoothly even in harsh industrial environments.