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datasets:
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- garythung/trashnet
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metrics:
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- accuracy
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pipeline_tag: image-classification
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---
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# Model Version 1.2
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Created on: 2024-12-21 21:58:40
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- **epochs**: 50
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---
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datasets:
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- garythung/trashnet
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metrics:
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- accuracy
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pipeline_tag: image-classification
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---
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# Model Version 1.2
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Created on: 2024-12-21 21:58:40
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## Metrics
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- *train_loss*: 0.5705
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- *train_accuracy*: 0.7812
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- *val_loss*: 0.5975
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- *val_accuracy*: 0.7752
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## Configuration
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- **architecture**: Tensorflow CNN
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- **input_size**: (224, 224, 3)
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- **num_classes**: 6
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- **augmentation**: {'rotation_range': 20, 'width_shift_range': 0.2, 'height_shift_range': 0.2, 'horizontal_flip': True, 'vertical_flip': True, 'shear_range': 0.2, 'brightness_range': [0.8, 1.2]}
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- **optimizer**: adam
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- **learning_rate**: 0.001
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- **batch_size**: 32
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- **epochs**: 50
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