SORDI.ai
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About
SORDI.ai is a synthetic object recognition dataset created for various industries, particularly aimed at enhancing AI applications in manufacturing. It features over 100 unique object classes and more than 1.2 million photorealistic images, making it the largest open-source dataset for AI training in industrial applications. By utilizing generative AI techniques, SORDI.ai enables the creation of accurate digital twins and assists in optimizing industrial processes. The dataset can be used in diverse applications like object detection, classification, and segmentation, and is accessible to developers and researchers for streamlining the training of artificial intelligence models. The dataset extends its capabilities to visual inspection in manufacturing, such as identifying defects in leather products, ensuring high quality, and adhering to industrial standards. SORDI.ai is designed to be continuously expanded with new models and classes, leveraging NVIDIA Omniverse for image generation.
Platform
Task
Features
• open-source access
• over 1.2 million photorealistic images
• 120+ unique object classes
• used for visual inspection in manufacturing
• supports object detection, classification, and segmentation
• largest synthetic dataset for ai in manufacturing
FAQs
What is the best way for us to get access to this dataset?
SORDI.ai will be released later this year. Follow us on our GitHub account for updates or fill out the contact form.
How is SORDI.ai better than real images?
SORDI.ai provides setting/quality coherent images from various viewports, which is challenging to achieve with real-life images.
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; details can be found on our GitHub account.
Are there tools to use SORDI.ai for training?
Yes, we provide open-source tools for an AI training pipeline, from image labeling to model training.
Are you using SORDI.ai in BMW to train your models?
Of course!
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