The AX Smart Cameras are designed as fully programmable image processing platforms by integrating robust industrial-grade camera technology with market-leading NVIDIA Jetson AI modules and high-performance Sony CMOS sensors.

The Role of AI in Image Processing

As the demand for artificial intelligence (AI) in image processing continues to rise, this development shouldn’t come as a surprise. Complex image data is inherently well-suited for AI-based algorithms, particularly with the availability of user-friendly Software Development Kits (SDKs). Frameworks like TensorFlow and Caffe have significantly facilitated the integration of machine learning into various applications.

The Need for Specialized Hardware

While classical central processing units (CPUs) are not ideal for neural network computations, specialized hardware such as graphics processing units (GPUs) or application-specific integrated circuits (ASICs) offer superior performance due to their parallel architecture.

The AX smart cameras incorporate the market-leading NVIDIA Jetson platform, which provides both high-performance GPUs and deep learning accelerators (DLAs). These components are specifically designed for AI tasks, enabling up to 300 frames per second (fps) in object classification scenarios.

Safety Applications

Such advanced processing capabilities play a critical role in enhancing safety during human-robot collaboration. High-speed image analysis allows robots to operate more responsively in dynamic environments, reducing potential risks.

Beyond AI: Classic Image Processing

Smart cameras aren’t limited to artificial intelligence tasks—they can also handle traditional image processing operations. For instance:

  • Error images can be compressed and uploaded directly to the cloud for neural network improvement.
  • Flexibility is provided through a Linux-based system that supports various programming languages, third-party libraries, and custom algorithms.

This versatility makes AX Smart Cameras an ideal solution across diverse industrial applications requiring both AI and conventional image processing capabilities.

Last Updated: 2025-09-04 22:47:33