Recent Deep Learning Models and Datasets for Plant Disease Detection

Vaskor Mostafa compiled a list of recent deep learning models and datasets for plant disease detection. The dataset is a 13.5 KB Excel file last updated on May 22, 2026. It is shared under a CC-BY-4.0 license on the figshare platform.

Use Cases

• Benchmarking new computer vision models based on the listed datasets.
• Surveying the landscape of recent deep learning approaches for plant disease detection.
• Identifying available public datasets for training agricultural AI models.

Strengths

• Dataset is small (13.5 KB), facilitating quick download and inspection.
• Has a clear, permissive license (CC-BY-4.0) for reuse.
• Metadata includes a specific last update timestamp (2026-05-22 18:00:30).

Limitations

• Row count and column-level documentation are absent; field semantics must be inferred after download.
• Description metadata is limited; actual data quality and completeness require manual inspection after download.

Provenance

Source

figshare

Collection Method

Compilation by author Vaskor Mostafa.

Time Range

Recent (implied by title).

Freshness

Last updated 2026-05-22 18:00:30; freshness should be verified.

Geography

Global (implied by topic).