Upload a photo of your food
to estimate its calories!
(Supported food: Burger, Donut, Pizza, Fries, or Taco)
Drag & drop a food image here, or
Calorie Lookup
Browse detailed calorie information for different food categories
| Food Code | Description | Category | Energy (kcal) |
|---|
About AI Food5
What is AI Food5?
AI Food5 is an intelligent food recognition and calorie estimation application. Upload a photo of your food, and our AI model will identify the food type and estimate its calorie content using data from the FNDDS (Food and Nutrient Database for Dietary Studies).
Supported Foods
Currently, AI Food5 can recognize and estimate calories for:
- Burgers
- Donuts
- Pizza
- Fries
- Tacos
Data Sources
Our calorie data is sourced from the FNDDS (Food and Nutrient Database for Dietary Studies) 2021-2023, which provides comprehensive nutritional information for thousands of food items.
How It Works
1. Upload a photo: Take or select a photo of your food
2. AI Recognition: Our model analyzes the image to identify the food type
3. Calorie Estimation: We calculate the estimated calories based on FNDDS data
4. View Details: Browse detailed nutritional information in the Calorie Lookup section
Disclaimer
The calorie estimates provided by AI Food5 are approximations based on average values from the FNDDS database. Actual calorie content may vary based on portion size, preparation method, and specific ingredients. Please consult a nutritionist or use a food scale for precise calorie tracking.
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Personal Information
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AI Accuracy / Model Performance
Detail performance and evaluation of the AI model used in AI Food5.
Model Used
ResNet34
Image Classification
Overall Accuracy
96.23%
on Test Dataset
Framework
PyTorch
+ Torchvision
Accuracy per Class
Confusion Matrix
Dataset Information
Source
FNDDS (Food and Nutrient Database for Dietary Studies) 2021–2023
Total Images
9,618
Classes
5 Food Categories
Train / Val / Test Split
76% / 17% / 7%
Image Size
224 × 224 px
Augmentation
Yes (Flip, Rotate, ColorJitter, RandomCrop)
Model evaluation performed on test dataset. Results may vary depending on lighting, angle, and image quality.
Scan History
Your food scan results
No history yet
Upload a food photo to start tracking your history.
Detect Food.
Estimate Calories.
Stay Informed.
AI Food5 helps you identify fast-food items from images and estimate their calories instantly with AI technology.
FEATURES
Everything You Need
in One Place
AI Food Detection
Detect supported fast-food items automatically using advanced AI recognition.
Calorie Estimation
Get estimated calorie information instantly based on trusted nutritional data.
AI Performance
Explore accuracy, confidence scores, and model performance metrics.
Detection History
Access your previous detections and calorie estimations anytime.
Fast & Easy
Simple steps and fast processing for a smooth user experience.
Privacy Focused
Your uploaded images are only used for food detection and stored securely in your personal history.
HOW IT WORKS
Simple Steps, Instant Results
Upload Image
Upload a clear image of the food you want to analyze.
AI Recognition
Our AI model analyzes the image and detects the food item.
Calorie Estimate
Receive the estimated calories and confidence score instantly.
START NOW
Ready to Discover
Food Calories?
Upload an image and receive instant AI-powered food recognition and calorie estimation.
