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Performance Guarantees

The Need for Speed

Computer Vision AI involves complex computations to process and analyze visual data. It requires massive computational power for tasks like image recognition, object detection, and classification. The speed of this processing is primarily determined by hardware; the heavy lifting is done by the GPUs.

Read: if you need more speed, you will probably need to invest in more GPU-power. When running inference on an Edge device, the hardware's performance becomes even more critical. When immediate and reliable data processing is essential, Edge devices need to process data locally to reduce latency, ensure privacy, and enhance reliability. High-performance GPUs and optimized hardware in these devices ensure that AI models can run efficiently, providing quick and accurate results without relying on cloud resources. 

Robovision is a software company and does not sell hardware for your Edge application. 

However, at the core of any thriving Computer Vision AI application lies the foundation of a performant system. This means not just achieving initial speed, but ensuring that reliability and performance are sustained in the long run, and are truly contributing to your production yield. Only then can you confidently deploy and trust your AI solution to deliver consistent results and positively contribute to your Overall Equipment Effectiveness (OEE). 

That is why we continuously benchmark our platform’s performance.

Throughput Benchmarks

Our software is benchmarked weekly on a range of hardware configurations, reflecting the latest hardware advancements. These qualification tests measure frame rates and responsiveness under various loads, ensuring our customers that performance consistently meets their business needs.

Object detection on an Edge Device

Object detection: different model input sizes and camera resolutions

Segmentation on an Edge Device

Segmentation: effect of model size on throughput (inference done with native input resolution)

Success Stories
Client ISO Horti Innovators
Industry Agriculture
In horticulture, fully automated machines recognize, pick, and pot plant cuttings.
View success story
Client National Institutes of Health (USA)
Industry Healthcare
AI application makes it easier for radiologists to identify specific organs and detect anomalies.
View success story
Client ISO Horti Innovators
Industry Agriculture
See how the robot trims rose cuttings from a branch and pots them in one operation.
View success story
Client Niko Group
Industry Manufacturing
Robovision's AI platform was integrated into Niko’s injection molding process.
View success story