Sky Engine AI
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About
Sky Engine AI is a comprehensive synthetic data platform designed to assist data scientists and developers in creating, testing, and deploying AI models in virtual environments. It offers a unique capability to generate fully annotated synthetic data for computer vision applications, facilitating balanced datasets necessary for training complex AI algorithms at scale. The platform supports multiple modalities, such as RGB, infrared, and other sensor data. It enhances the development process through advanced domain adaptation algorithms and provides a virtual reality environment for robust testing of data-driven models, applicable in various industries, including automotive, healthcare, military, and more. Sky Engine AI aims to reduce costs of data acquisition and improve accuracy in AI model performance, significantly accelerating the deployment timeline for AI projects.
Platform
Task
Features
• supports digital twin creation
• tailored ai solutions for various industries
• rapid simulation of complex environments
• gpu acceleration for deep learning
• fully annotated datasets for computer vision
• advanced domain adaptation algorithms
• supports multiple data modalities
• vr environment for model training
• generative synthetic data cloud
FAQs
What kind of synthetic, machine learning training data does SKY ENGINE AI generate?
Synthetically generated 3D objects positioned on real-data scenes, overhead image scenes, and animated humans, vehicles, or animals.
What level(s) of detail are available in SKY ENGINE AI generated training data labels?
Broad class of object labels, 2D and 3D bounding boxes, segmentation, instance segmentation, and 3D keypoints.
What kinds of variation can be introduced into the generated data?
Illumination variations, atmosphere, sensor characteristics, scene content, object properties, and semantic classes.
What kinds of animations can be modeled and simulated?
Dynamic shadowing, illumination, human and vehicle activity, weather effects, and sensor platform movements.
How does the SKY ENGINE AI platform incorporate materiality into generated data?
Through implicit materiality, overlaying imagery on geometry, and identifying materials explicitly with labels.
Job Opportunities
A synthetic data cloud platform for developing AI models using generative deep learning.
A synthetic data cloud platform for developing AI models using generative deep learning.
A synthetic data cloud platform for developing AI models using generative deep learning.
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