Shypd.aiThe largest open index of AI toolsKubric is a data generation pipeline tool that creates semi-realistic synthetic multi-object videos. It provides rich annotations like instance segmentation masks, depth maps, and optical flow for AI research.
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Kubric is a data generation pipeline designed for creating semi-realistic synthetic multi-object videos. It is primarily built on pybullet for physics simulation and Blender for rendering, offering modularity to support different rendering backends. The tool provides rich annotations, including instance segmentation masks, depth maps, and optical flow, which are crucial for training and evaluating machine learning systems, especially in unsupervised multi-object video understanding. Kubric aims to address the need for better data by allowing users to create customizable datasets of varying complexity, with good control over factors like object variability and textures. It also provides access to detailed ground truth information for evaluation purposes and supports controlling train/test splits for assessing generalization.
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