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INSIDE THE SYNTHETIC DATA CLOUD

From data generation and AI models training strategies, to real-world success stories, the SKY ENGINE AI Blog unveils what’s possible in the synthetic data cloud.

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01.0
Video AnalyticsAI TrainingFundamentals

What is Synthetic Data?

Synthetic data is one of the most useful data-driven AI approaches

2021-10-18-by SKY ENGINE AI
02.0
Synthetic DataTelecommunicationPlatform

Accelerating Model Development and AI Training with Synthetic Data, SKY ENGINE AI Platform for 5G RAN

One way to bridge the data gap and accelerate model training is by using synthetic data instead of real data for training. SKY ENGINE AI provides a platform to move deep learning to virtual reality. It is possible to generate synthetic data using simulations where the synthetic images come with the annotation that can be used directly in training AI models.

2021-06-18-by SKY ENGINE AI
03.0
Computer VisionData GenerationPlatform

Integrating with Data Generation and Labeling Tools for Accurate AI Training

SKY ENGINE AI in the NVIDIA Developers Blog article.

2021-04-12-by SKY ENGINE AI

Insights

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01.0
Synthetic DataData ScienceStrategy

Transparent ROI (Return on Investment) of Synthetic Data

Estimating the financial costs and benefits of implementing a Synthetic Data Cloud

2025-08-24-by SKY ENGINE AI
02.0
Data ScienceQualityTrust

7 pillars of trust: how to build AI you can truly trust?

Check out the major criteria every trustworthy AI system should meet, and why they matter for building reliable and responsible models.

2025-11-03-by SKY ENGINE AI

Vision AI basics

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01.0
Data EngineeringResearchConcepts

Is Data Science an Actual Science?

Is data science an actual science? Our answer has evolved with the discipline itself: data science is not merely a tool for science—it is science, extended into new domains of perception.

2025-11-04-by SKY ENGINE AI
02.0
Data ScienceAI TrainingEvaluation

Metrics in Data Science: Beyond the Basics

This article covers the fundamental metrics everyone learns early on, and then pushes further into the advanced territory where models meet reality: image segmentation, object detection, and model drift over time. That’s where evaluation becomes not only technical, but mission-critical.

2025-09-15-by SKY ENGINE AI

Applications

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01.0
AutomotiveProduct DevelopmentUse cases

Navigating Euro NCAP 2026: How Synthetic Data Powers Next-Gen In-Cabin Monitoring Systems

Complete guide to Euro NCAP 2026 in-cabin monitoring requirements and how synthetic data accelerates automotive AI development for driver monitoring systems, occupant classification, and child presence detection.

2025-09-03-by SKY ENGINE AI
02.0
MLOps

How Synthetic Data Accelerates MLOps at Scale?

Explore how synthetic data removes bottlenecks, speeds up MLOps, and strengthens training pipelines with scalable, controlled, and instantly annotated datasets.

2025-11-03-by SKY ENGINE AI