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The 10 Hottest Google Cloud Tools Of 2021 (So Far)

CRN highlights some of the top new Google Cloud products and services to watch this year.

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Visual Inspection AI

Visual Inspection AI helps manufacturers, consumer products goods companies and other business improve their production quality.

The manufacturing solution, purpose-built for the production environment, leverages Google Cloud’s computer vision technology to automate the quality control process. It allows users to quickly train and deploy high-precision, domain-specific, artificial intelligence (AI) models to automatically detect production defects early on — without any technical expertise required — through an intuitive user interface. Inspection models can be run on a shop floor with easily deployed Docker containers, and Visual Inspection AI is fully integrated into Google Cloud’s portfolio of analytics and machine learning (ML)/AI solutions.

Launched in June, Visual Inspection AI can create accurate models with up to 300 times fewer human-labelled images than general-purpose, ML platforms, according to Google Cloud. That’s based on pilots by its customers. The ML models can be trained using as few as 10 labelled images and will automatically increase in accuracy over time as they’re exposed to more products, according to Google Cloud, who said customers have been able to improve accuracy in production trials by up to 10x compared with general-purpose ML approaches.

Visual Inspection AI’s deep learning allows customers to train models that detect, classify and precisely locate multiple defect types in a single image. It can detect subtle defects — wrong, misplaced, missing, rotated or deformed components —
during the assembly process, and complex cosmetic defects such as dents, scratchs or cracks on any surface.


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