SceneGraphVitality: Street Vitality Modeling Code and Data

A code release for modeling street vitality using street-view imagery, scene graphs, and graph neural networks. The package is 809.0 MB in size and was last updated on 2026-05-10. It is released under an MIT license by an author named Li.

Use Cases

• Train graph neural networks for urban vitality prediction based on scene graph features.
• Benchmark street vitality modeling methods using the provided code and data.
• Analyze relationships between visual street elements and neighborhood activity based on scene graph representations.

Strengths

• The package is 809.0 MB, indicating a substantial release of code and likely supporting data.
• It is released under an MIT license, which permits flexible use and modification.

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

figshare

Freshness

Last updated 2026-05-10 06:49:47; freshness should be verified.