75.0 KB of manually annotated reference coordinates serving as the gold standard for evaluating object detection accuracy. The dataset, authored by Lin Lin and last updated on 2026-05 07, is provided under a CC-BY-4.0 license.
Use Cases
- Benchmarking object detection model accuracy based on the provided gold-standard coordinates.
- Training model evaluation pipelines based on the manually annotated reference data.
- Conducting ablation studies to assess the impact of different detection algorithms.
- Validating automated annotation tools against the human-annotated ground truth.
Strengths
- Provides a manually annotated gold standard, which is critical for reliable evaluation.
- Released under a permissive CC-BY-4.0 license for broad reuse.
- Last update timestamp (2026-05-07 18:00:03) is explicitly provided.
Limitations
- Row count is unknown, which may limit suitability assessment.
- Column-level documentation is absent; field semantics must be inferred after download.
- The dataset is small (75.0 KB), indicating a limited scope of test images.
Provenance
- Source
- figshare
- Collection Method
- Manually annotated.
- Time Range
- null
- Freshness
- Last updated 2026-05-07 18:00:03; freshness should be verified.
- Geography
- null