SORDI.ai

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About
SORDI.ai is a massive, open-source synthetic dataset created by BMW Group in collaboration with Google Cloud, NVIDIA, and others. It contains over 1.2 million photorealistic images and their modalities, encompassing 120+ unique object classes from industrial settings (logistics, transportation, office environments). The data is labeled with bounding boxes and is designed for tasks such as classification, object detection, and segmentation. SORDI.ai aims to accelerate AI development in manufacturing by providing high-quality, consistent data that's difficult to obtain from real-world sources. It's generated using NVIDIA Omniverse and leverages USD and MDL workflows.
Platform
Task
Features
• open-source
• 120+ unique object classes
• suitable for classification, object detection, and segmentation
• 1.2 million photorealistic images
• segmented and labelled images with bounding boxes
• synthetic dataset for ai training
FAQs
What is the best way for us to get access to this dataset?
SORDI.ai is going to be released later this year. Please follow us on our GitHub account or fill out the contact form below, to keep up to date.
How is SORDI.ai better than real images?
SORDI.ai provides setting/quality coherent images from different viewports, angles, and complex human access areas! A thing that cannot be easily achieved in a real-life.
What CUDA and Tensorflow versions does our Github tools support?
They support CUDA 11 and TensorFlow 2.
What labeling format is SORDI.ai using in its annotations?
BMW has created its own advanced labeling format! All details can be found on our Github account: [github.com/BMW-InnovationLab](https://github.com/BMW-InnovationLab)
Are there tools to use SORDI.ai for training?
We provide famous complete open-source tools for an AI training pipeline! From image labeling to model training and then evaluation! Feel free to check them on our GitHub account: [github.com/BMW-InnovationLab](https://github.com/BMW-InnovationLab)
Are you using SORDI.ai in BMW to train your models?
Of course!
Job Opportunities
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