Custom Machine Vision Systems for Extreme Performance
We deliver machine vision solutions that go beyond standard limits — ultra-high throughput, minimal latency, and rock-solid reliability, even in the toughest environments. Our edge: over a decade of expertise in FPGA-accelerated processing and fully custom hardware/software integration.
A machine vision system combines hardware and software to meet the demands of a specific application. For generic needs, off-the-shelf cameras and existing image-processing software may be enough. But when the application demands more – from specialized image-processing algorithms (classical computer vision or cutting-edge deep learning) to strict power, size, or speed requirements – that’s where we excel. We create custom algorithms, design dedicated hardware (including FPGA-based solutions), and integrate everything into a unified, high-performance system tailored exactly to your needs.
Tailored Algorithms for Precise Results
At the heart of any machine vision system are the algorithms that transform raw images into meaningful information. We design these algorithms from the ground up to meet the exact needs of your application.
Our expertise spans the full spectrum:
- Classical computer vision – deterministic, explainable, and often the most efficient choice for well-defined problems.
- Modern machine learning – including convolutional neural networks and other deep learning approaches for complex, variable, or hard-to-define tasks.
- Hybrid methods – combining the strengths of both worlds to achieve optimal performance.
From early concept to fully tuned implementation, we ensure your vision algorithms are not only accurate but also practical to integrate — ready to run efficiently on the processing platform best suited for your system.
FPGA Acceleration for Highest Speed & Efficiency
For applications where speed, latency, and efficiency matter most, nothing outperforms a well-designed FPGA solution. This is our core expertise — we’ve been developing FPGA-based image processing systems for more than 10 years.
FPGAs allow us to execute complex vision algorithms directly in hardware, enabling:
Ultra-low latency – ideal for real-time inspection, control, or tracking.
Massive parallelism – process many pixels or image streams simultaneously.
Energy efficiency – high performance without the power demands of large CPUs or GPUs.
Deterministic performance – consistent, predictable execution every time.
Whether your system needs high-throughput inspection on a production line, split-second decision-making in robotics, or real-time 3D reconstruction, we design FPGA processing pipelines that deliver exactly the performance your application demands.
Fully Custom Electronics Design
Some applications push beyond what standard hardware can deliver. In these cases, we design and build fully custom electronics — from the image acquisition front-end to the processing core — ensuring every stage of your machine vision system is optimized for performance, size, and power requirements.
Our capabilities include:
- Custom image acquisition hardware – tailored sensor interfaces, specialized optics integration, and precise synchronization.
- High-speed data paths – to move large volumes of image data with minimal delay.
- Custom processing boards – FPGA- or SoC-based designs built exactly for your algorithm and application.
- Compact, rugged form factors – for challenging environments or tight integration into machinery.
By controlling both acquisition and processing hardware, we remove bottlenecks, reduce latency, and ensure that all components work seamlessly together. The result: a purpose-built machine vision platform that achieves exactly what you need — without compromise.
