BearingUAV: Multi-City UAV Geo-Localization Imagery

Bearing-UAV-90K is a multi-city dataset for vision-only UAV geo-localization and navigation under GNSS-denied conditions. It supports position and heading regression from cross-view UAV and satellite imagery, enabling end-to-end navigation. The dataset was created by HaoyZhou and was last updated on 2026-03-26.

Use Cases

• Train models for UAV geo-localization based on cross-view imagery.
• Develop end-to-end navigation systems based on position and heading regression.
• Benchmark algorithms for matching UAV and satellite imagery.
• Research GNSS-denied navigation scenarios based on the dataset's design.

Strengths

• Designed for a multi-city environment, suggesting geographic diversity.
• Supports both position and heading regression, enabling end-to-end navigation.
• Last updated on 2026-03-26, indicating recent maintenance.

Limitations

• Column-level documentation is absent; field semantics must be inferred after download.
• Row count is unknown, which may limit suitability assessment.
• Description metadata is limited; actual data quality requires manual inspection after download.

Provenance

Source

huggingface

Freshness

Last updated 2026-03-26 04:06:24

Geography

Multi-city