suprith777/food_classifier

This model is a fine-tuned version of MariaK/my_food_classifier on an unknown dataset. It achieves the following results on the evaluation set:

• Train Loss: 0.2052
• Validation Loss: 0.2477
• Train Accuracy: 0.923
• Epoch: 4

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

• 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}
• training_precision: float32

Training results

Train Loss	Validation Loss	Train Accuracy	Epoch
0.5118	0.3086	0.909	0
0.3279	0.2283	0.933	1
0.2815	0.2315	0.929	2
0.2294	0.2196	0.935	3
0.2052	0.2477	0.923	4

Framework versions

• Transformers 4.30.2
• TensorFlow 2.15.0
• Datasets 2.15.0
• Tokenizers 0.13.3