Evaluation Results
Model Performance
- Accuracy: 95%
- F1 Score: 0.94
- Precision: 0.93
- Recall: 0.96
Evaluation Dataset
The evaluation was conducted on the Food Ingredients Dataset, which consists of https://huggingface.co/datasets/SunnyAgarwal4274/Food_Ingredients containing diverse food ingredient categories.
Source
The evaluation results were computed using https://www.kaggle.com/code/sunnyagarwal427444/food-ingredient-classifiication-model. The evaluation metrics are calculated using standard practices in model evaluation.
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Model tree for SunnyAgarwal4274/Food_Ingredient_classification_51
Base model
microsoft/resnet-50