Add README with model documentation

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README.md

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+# Tomato Disease Detector
+
+This repository contains trained Keras models for detecting tomato leaf diseases using deep learning.
+
+## Models
+
+The following models are available in the `Leaf Disease/models/` directory:
+
+| Model File | Loss | Accuracy | Created |
+|------------|------|----------|---------|
+| tomato_disease_detector_loss-0.2271_acc-63.73.keras | 0.2271 | 63.73% | 2025-04-16 22:38 |
+| tomato_disease_detector_loss-0.2826_acc-90.00.keras | 0.2826 | 90.00% | 2025-05-31 18:54 |
+| tomato_disease_detector_loss-0.3038_acc-54.93.keras | 0.3038 | 54.93% | 2025-04-15 22:21 |
+| tomato_disease_detector_loss-0.4242_acc-43.93.keras | 0.4242 | 43.93% | 2025-04-16 00:18 |
+| tomato_disease_detector_loss-0.4764_acc-83.93.keras | 0.4764 | 83.93% | 2025-05-20 17:00 |
+| tomato_disease_detector_loss-0.5350_acc-82.47.keras | 0.5350 | 82.47% | 2025-05-20 16:49 |
+| tomato_disease_detector_loss-0.6013_acc-78.27.keras | 0.6013 | 78.27% | 2025-05-20 16:50 |
+| tomato_disease_detector_loss-0.6316_acc-80.33.keras | 0.6316 | 80.33% | 2025-05-31 09:37 |
+| tomato_disease_detector_loss-0.8962_acc-80.13.keras | 0.8962 | 80.13% | 2025-05-18 18:03 |
+
+## Usage
+
+To load a model in Python:
+
+```python
+from tensorflow.keras.models import load_model
+
+model = load_model('Leaf Disease/models/tomato_disease_detector_loss-0.2826_acc-90.00.keras')
+```
+
+## Training Details
+
+- Framework: TensorFlow/Keras
+- Dataset: Tomato leaf disease images
+- Task: Multi-class classification of tomato diseases
+
+## License
+
+Academic use only.
+
+## Contact
+
+Gareth Aurelius Harrison - 2702261321