A multimodal dataset for understanding two-wheeler rider behavior, addressing a research gap in road safety. The dataset was created by varunpaturkar and presented at ICRA 2026. It was last updated on 2026-05-21.
Use Cases
- Analyze rider behavior patterns based on multimodal sensor data
- Develop safety algorithms for two-wheelers based on behavioral understanding
- Compare rider behavior between two-wheelers and four-wheelers based on multimodal data
- Research disproportionate road fatality rates in the Global South based on behavioral data
Strengths
- Addresses a specific research gap in two-wheeler rider behavior understanding
- Multimodal nature likely supports diverse analysis
- Associated with a peer-reviewed ICRA 2026 paper
Limitations
- Description metadata is limited; actual data quality requires manual inspection after download
- Column-level documentation is absent; field semantics must be inferred after download
- Row count is unknown, which may limit suitability assessment
Provenance
- Source
- huggingface
- Freshness
- Last updated 2026-05-21 14:08:12; freshness should be verified
- Geography
- Global South