Supervised GenAI Real Data Augmentation – From Clear to Rain, Fog, Glare, and More
Cognata offers the world’s first Supervised GenAI-powered real data augmentation solution, enabling the transformation of a single clear-weather dataset into multiple diverse weather conditions, such as rain, fog, glare, or erased lane lines, all while preserving the original data annotations. This allows for enhanced testing and validation across varied driving environments without the need for additional drives.
Real to Rain Dataset
GenAI-based data augmentations to change clear weather conditions into different types of rain
Real to Fog Dataset
GenAI-based data augmentations to change clear weather conditions into different types of fog
Real to Erased lane lines Dataset
GenAI-based data augmentations capable of altering lane markings by removing them, changing their color, or modifying their structure.
Real to Low Sun Dataset
GenAI-based data augmentations to change clear weather conditions into low sun conditions
Real to Semantic Segmentation
GenAI-based data augmentations to change clear weather conditions into semantic segmentation
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