Runtime Performance of an Image Processing Framework Across Representative Image Sizes

5.5 KB of tabular data in XLS format, containing runtime performance metrics for a proposed framework. The dataset was authored by Bicky Yadav and last updated on 2026-05-08. It reports mean runtime values over 10 images for various representative image sizes.

Use Cases

• Benchmarking framework execution speed based on reported runtime performance metrics.
• Analyzing the relationship between image size and processing time based on the described representative sizes.
• Comparing the efficiency of different algorithms or hardware setups using the provided mean runtime data.

Strengths

• Mean runtime values are calculated over 10 images, which may provide a more stable performance estimate.
• Data is shared under a permissive CC-BY-4.0 license, allowing for broad reuse.

Limitations

• The dataset is very small at 5.5 KB, indicating extremely limited scope.
• Column-level documentation is absent; field semantics must be inferred after download.
• Row count is unknown, which may limit suitability assessment.

Provenance

Source

Bicky Yadav via figshare

Collection Method

Likely experimental measurement of a proposed framework's performance.

Freshness

Last updated 2026-05-08 17:40:56; freshness should be verified.