Introduces Drive&Act description dataset of fine-grained driver activity text and reports fine-tuned VLM reaching 76 ACCR on DMD dataset versus 66 for zero-shot baseline.
Exploration of VLMs for driver monitoring systems applications,
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Vision-language Models for Driver Monitoring Systems: A Driver Activity Description Dataset
Introduces Drive&Act description dataset of fine-grained driver activity text and reports fine-tuned VLM reaching 76 ACCR on DMD dataset versus 66 for zero-shot baseline.