Class Labels and Image Counts for Scalability Assessment

A 5.5 KB Excel file lists class labels and their corresponding image counts for a scalability assessment. Authored by Usman Rafi and hosted on figshare, this dataset was last updated on May 11, 2026. Its small size suggests it is a supplementary metadata file rather than a primary image collection.

Use Cases

• Benchmarking model performance across different class sizes based on the provided image counts.
• Designing stratified sampling strategies for training based on class label frequencies.
• Assessing dataset balance and identifying potential long-tail distributions for scalability research.

Strengths

• Dataset is openly licensed under CC-BY-4.0, permitting broad reuse.
• File size is a tiny 5.5 KB, ensuring quick download and easy inspection.

Limitations

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

Provenance

Source

figshare

Freshness

Last updated 2026-05-11 17:32:52; freshness should be verified.