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food-category-classification-v2.0
Kaludi/food-category-classification-v2.0
food-category-classification-v2.0 is a image classification model from Kaludi. Use it when you need a label for an image. It is set up for transformers.
This is an updated Food Category Image Classifier model of the old model that has been trained by Kaludi to recognize 12 different categories of foods, which includes Bread, Dairy, Dessert, Egg, Fried Food, Fruit, Mea…
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At a glance
- Task
- Image Classification
- Library
- transformers
- Model type
- swin
- Access
- Public
- Created
- Feb 8, 2023
- Updated
- Feb 9, 2023
- SHA
- 66bc2994
Model card
From the Hugging Face model README
Food Category Classification v2.0
This is an updated Food Category Image Classifier model of the old model that has been trained by Kaludi to recognize 12 different categories of foods, which includes Bread, Dairy, Dessert, Egg, Fried Food, Fruit, Meat, Noodles, Rice, Seafood, Soup, and Vegetable. It can accurately classify an image of food into one of these categories by analyzing its visual features. This model can be used by food bloggers, restaurants, and recipe websites to quickly categorize and sort their food images, making it easier to manage their content and provide a better user experience.
Gradio
This model supports a Gradio Web UI to run the data-food-classification model:
Validation Metrics
- Problem type: Multi-class Classification
- Model ID: 3353292434
- CO2 Emissions (in grams): 12.4563
- Loss: 0.144
- Accuracy: 0.960
- Macro F1: 0.959
- Micro F1: 0.960
- Weighted F1: 0.959
- Macro Precision: 0.962
- Micro Precision: 0.960
- Weighted Precision: 0.962
- Macro Recall: 0.960
- Micro Recall: 0.960
- Weighted Recall: 0.960
- Task
- Image Classification
- Library
- transformers
- Type
- swin
- Created
- Feb 8, 2023
- Updated
- Feb 9, 2023