Question 1

What types of visual data can you process?

Accepted Answer

We process images, video streams, satellite imagery, medical scans, documents, and any visual data format. Solutions work in real-time or batch processing modes.

Question 2

How accurate are computer vision models?

Accepted Answer

Modern CV models achieve 95-99% accuracy on well-defined tasks. Accuracy depends on data quality, task complexity, and training data volume.

Question 3

Can models run on edge devices?

Accepted Answer

Yes, we optimize models for edge deployment on devices like NVIDIA Jetson, Raspberry Pi, and mobile phones for real-time inference without cloud dependency.

Question 4

How much training data do I need?

Accepted Answer

It varies by task complexity. Simple classification may need hundreds of images; complex detection may need thousands. We also use transfer learning and data augmentation to work with smaller datasets.

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