Upload README.md with huggingface_hub
Browse files
README.md
ADDED
|
@@ -0,0 +1,23 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
tags:
|
| 3 |
+
- plant-disease-detection
|
| 4 |
+
- image-classification
|
| 5 |
+
- vision-transformer
|
| 6 |
+
- transfer-learning
|
| 7 |
+
license: mit
|
| 8 |
+
---
|
| 9 |
+
|
| 10 |
+
# PlantVillage Disease Detection Models
|
| 11 |
+
|
| 12 |
+
Multi-phase training pipeline for plant disease detection using the PlantVillage dataset.
|
| 13 |
+
|
| 14 |
+
## Training Phases
|
| 15 |
+
- **Phase 1**: Multiclass classification (38 classes) - full dataset
|
| 16 |
+
- **Phase 2**: Balanced multiclass - class imbalance correction
|
| 17 |
+
- **Phase 3**: Binary classification (healthy vs diseased)
|
| 18 |
+
|
| 19 |
+
## Architectures Tested
|
| 20 |
+
50+ architectures including ViT, ResNet, EfficientNet, MobileNet, ConvNeXt, Swin, DeiT, and more.
|
| 21 |
+
|
| 22 |
+
## Results
|
| 23 |
+
See individual phase directories for model weights, plots, and metrics.
|