This PR adds a comprehensive dataset card for the SpatialUAV dataset. It populates the YAML metadata with the appropriate task categories (`image-text-to-text` and `video-text-to-text`) and license (`mit`). It also provides detailed documentation about the dataset structure, highlights, data format, and links to both the paper and the official GitHub repository.