| --- |
| tags: |
| - plant-disease-detection |
| - image-classification |
| - vision-transformer |
| - transfer-learning |
| license: mit |
| --- |
| |
| # PlantVillage Disease Detection Models |
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| Multi-phase training pipeline for plant disease detection using the PlantVillage dataset. |
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| ## Training Phases |
| - **Phase 1**: Multiclass classification (38 classes) - full dataset |
| - **Phase 2**: Balanced multiclass - class imbalance correction |
| - **Phase 3**: Binary classification (healthy vs diseased) |
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| ## Architectures Tested |
| 8 architectures of ViT, total to 24 models in three phases |
|
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| ## Results |
| See individual phase directories for model weights, plots, and metrics. |
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