35 lines
1.4 KiB
Plaintext
35 lines
1.4 KiB
Plaintext
================================================================================
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RICE LEAF DISEASE CLASSIFICATION - MODEL TRAINING REPORT
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================================================================================
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DATASET INFORMATION:
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Total Training Samples: 2720
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Total Validation Samples: 583
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Total Test Samples: 583
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Number of Classes: 4
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Classes: Bacterialblight, Brownspot, Healthy, Leafsmut
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Image Size (pixels): 224 x 224
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TRAINING CONFIGURATION:
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Epochs: 50
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Batch Size: 32
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Optimizer: Adam (lr=0.001)
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Loss Function: Categorical Crossentropy
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Total Epochs Trained: 50
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MODEL PERFORMANCE:
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Test Loss: 0.0221
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Test Accuracy: 0.9983
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Best Training Accuracy: 0.9849
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Best Validation Accuracy: 0.9983
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SAVED FILES:
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--------------------------------------------------------------------------------
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Model Weights: rice_leaf_disease_model.keras
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Model Architecture: rice_leaf_disease_model.json
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Model Summary: model_summary.txt
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Training Report: training_report.txt
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