SKY ENGINE AI

Synthetic data. Realistic advantage

ABOUT THE PROJECT

Sky Engine AI is a deep-tech developer of one of the most advanced platforms for generating synthetic 3D data for artificial intelligence. Their Synthetic Data Cloud enables hyper-realistic images and multispectral data, from visible light to infrared, with the full, precise labels needed to train computer vision models. The company uses physically realistic rendering and ray tracing so that the data faithfully reflects real-world conditions and is fully controllable.

The Sky Engine AI platform serves industries such as automotive, robotics, medical, industrial, drones and security, providing scalable tools, an environment for ML engineers and GPU clusters for massive data production.

WHAT NEEDS DOES THE INNOVATION ADDRESS?

Sky Engine AI addresses one of the biggest challenges in artificial intelligence development – the scarcity, high cost and limitations of real-world training data. Instead of painstakingly acquiring and manually labeling thousands of images, the technology allows generating unlimited amounts of synthetic, fully labeled 3D data. With realistic simulations, it is possible to create scenes that are almost impossible to capture in reality.

Synthetic data also provides full security and privacy because it does not originate from individuals or real-world locations, eliminating the risk of RODO violations and consent acquisition issues.

The Sky Engine AI platform significantly accelerates the work of ML teams by facilitating rapid prototyping, training and testing of models on large, precisely labeled data sets – without the need to invest in costly infrastructure. Thanks to its cloud-based architecture and domain adaptation tools, users can enjoy the power of advanced simulations without owning their own rendering clusters. What’s more, the system supports multiple sensor types, from RGB and NIR cameras to thermal and other modalities, allowing users to train models tailored to different industries, environments and devices.

COMPETITIVE ADVANTAGES

Sky Engine AI stands out for its complete, integrated ecosystem that covers the entire process of working with synthetic data. Beginning with the creation of advanced 3D simulations, automatic annotation, to model training in the cloud and domain adaptation tools. The company uses the most advanced rendering technologies, such as physically based rendering and ray tracing, so that the generated images are extremely realistic, and the difference between synthetic and real data is significantly reduced. The platform is fully scalable: thanks to multi-GPU clustering and rendering, it allows to create huge datasets quickly, efficiently and without infrastructure limitations.

The company also offers a rich environment for ML teams – from Python tools and support for PyTorch or TensorFlow, to pre-built reference models and 3D scene libraries to quickly start working on AI solutions. The platform runs globally on major clouds such as AWS, Azure and Google Cloud, providing accessibility and deployment flexibility. In addition, Sky Engine AI works with key technology partners and automotive companies, strengthening its credibility and accelerating technology development.

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