DriveMatriX Highway Dataset

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

GenAI Based Augmentation Technology

Diversified Road Conditions

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