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---
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license: apache-2.0
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tags:
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- generated_from_keras_callback
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model-index:
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- name: akaashp15/my_food_classifier
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results: []
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datasets:
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- food101
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---
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<!-- This model card has been generated automatically according to the information Keras had access to. You should
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probably proofread and complete it, then remove this comment. -->
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# akaashp15/my_food_classifier
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This model is a fine-tuned version of [google/vit-base-patch16-224-in21k](https://huggingface.co/google/vit-base-patch16-224-in21k) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Train Loss: 4.0979
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- Validation Loss: 4.1801
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- Train Accuracy: 0.725
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- Epoch: 2
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## Model description
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More information needed
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## Intended uses & limitations
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More information needed
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## Training and evaluation data
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More information needed
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## Training procedure
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### Training hyperparameters
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The following hyperparameters were used during training:
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- optimizer: {'name': 'AdamWeightDecay', 'learning_rate': {'module': 'keras.optimizers.schedules', 'class_name': 'PolynomialDecay', 'config': {'initial_learning_rate': 3e-05, 'decay_steps': 20000, 'end_learning_rate': 0.0, 'power': 1.0, 'cycle': False, 'name': None}, 'registered_name': None}, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-08, 'amsgrad': False, 'weight_decay_rate': 0.01}
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- training_precision: float32
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### Training results
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| Train Loss | Validation Loss | Train Accuracy | Epoch |
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|:----------:|:---------------:|:--------------:|:-----:|
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| 4.5366 | 4.4671 | 0.3125 | 0 |
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| 4.3140 | 4.3302 | 0.5375 | 1 |
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| 4.0979 | 4.1801 | 0.725 | 2 |
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### Framework versions
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- Transformers 4.30.2
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- TensorFlow 2.13.0-rc2
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- Datasets 2.13.1
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- Tokenizers 0.13.3
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