From Pixels to Insights: Why Cloud Vision APIs Win
Oleg Tagobitsky Oleg Tagobitsky

From Pixels to Insights: Why Cloud Vision APIs Win

Cloud-hosted Vision APIs are redefining how companies approach image processing — offering faster deployment, lower costs and zero infrastructure headaches. From OCR to object detection, teams can go from prototype to production in hours, not months. This post unpacks the hidden DevOps savings, hosting economics and hybrid paths that make cloud-first vision not just viable — but smarter.

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Defect-Free in Industry 4.0: Vision APIs Catch Micro-Flaws
Oleg Tagobitsky Oleg Tagobitsky

Defect-Free in Industry 4.0: Vision APIs Catch Micro-Flaws

Micro-defects may be invisible to the human eye, but they can cripple quality, trigger recalls and silently drain profits. In this post, we explore how AI-powered Vision APIs are transforming industrial inspection — from semiconductors to textiles — by detecting flaws at sub-pixel accuracy. Learn how manufacturers can scale from pilot to plant-wide deployment, choosing between ready-to-use APIs and custom-tailored models and why smart visual inspection is the backbone of defect-free operations in Industry 4.0.

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