AI & Machine Learning

DarkDriving: A Real-World Day and Night Aligned Dataset for Autonomous Driving in the Dark Environment

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Researchers have introduced DarkDriving, a new benchmark dataset for autonomous driving in low-light conditions, featuring 9,538 precisely aligned day and night image pairs collected using an innovative trajectory tracking method. This resource is crucial for developers working on vision-centric perception systems as it offers a comprehensive evaluation tool for improving low-light enhancement techniques and object detection accuracy in dark environments.

Read the full article at arXiv cs.CV (Vision)

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