README.md

metadata

license: mit
title: Food Classifier
sdk: gradio
emoji: 🏆
colorFrom: red
colorTo: yellow

🍕 Food-101 Classifier

A deep learning model that classifies food images into 101 categories.

Model

• Architecture: EfficientNet-B2 (pretrained + fine tuned)
• Dataset: Food-101 (75,750 training images)
• Accuracy: ~82%

How to Use

Upload any food photo and the model returns top 5 predictions with confidence scores.

101 Food Categories

Apple Pie	Baby Back Ribs	Baklava	Beef Carpaccio	Beef Tartare
Beet Salad	Beignets	Bibimbap	Bread Pudding	Breakfast Burrito
Bruschetta	Caesar Salad	Cannoli	Caprese Salad	Carrot Cake
Ceviche	Cheesecake	Cheese Plate	Chicken Curry	Chicken Quesadilla
Chicken Wings	Chocolate Cake	Chocolate Mousse	Churros	Clam Chowder
Club Sandwich	Crab Cakes	Creme Brulee	Croque Madame	Cup Cakes
Deviled Eggs	Donuts	Dumplings	Edamame	Eggs Benedict
Escargots	Falafel	Filet Mignon	Fish And Chips	Foie Gras
French Fries	French Onion Soup	French Toast	Fried Calamari	Fried Rice
Frozen Yogurt	Garlic Bread	Gnocchi	Greek Salad	Grilled Cheese Sandwich
Grilled Salmon	Guacamole	Gyoza	Hamburger	Hot And Sour Soup
Hot Dog	Huevos Rancheros	Hummus	Ice Cream	Lasagna
Lobster Bisque	Lobster Roll Sandwich	Macaroni And Cheese	Macarons	Miso Soup
Mussels	Nachos	Omelette	Onion Rings	Oysters
Pad Thai	Paella	Pancakes	Panna Cotta	Peking Duck
Pho	Pizza	Pork Chop	Poutine	Prime Rib
Pulled Pork Sandwich	Ramen	Ravioli	Red Velvet Cake	Risotto
Samosa	Sashimi	Scallops	Seaweed Salad	Shrimp And Grits
Spaghetti Bolognese	Spaghetti Carbonara	Spring Rolls	Steak	Strawberry Shortcake
Sushi	Tacos	Takoyaki	Tiramisu	Tuna Tartare