majedmolhi/plant-disease-background-bias: Initial Release (Plant Disease Detection with Background Bias Elimination)
Abstract
First stable release of the Plant Disease Detection pipeline. This release includes: Stage-1 baseline training (CNN + EfficientNet-B0) Stage-2 background bias elimination with mixed training Complete evaluation protocol (original / leaf-only / background-only) Reproducible code, experiments, and visualizations This release is archived and versioned for reproducible research and is linked to Zenodo for DOI generation.
Fields of Study & Subjects
Smart Agriculture and AI
Advanced Neural Network Applications
Industrial Vision Systems and Defect Detection
Publication details
- Journal / source
- Zenodo (CERN European Organization for Nuclear Research)
- Publication date
- 15 January 2026