Boba 0.8B
Identifies visible foods and estimates portions, calories and macros.
IPHONE & ANDROID · IN DEVELOPMENT
Your meal.
Local AI.
Always free.
Take a photo. Compare your AI models.
Review the estimate on your phone.
Open-source models, running locally.
No paid inference API. No automatic photo uploads.
On-device processing · Your model choice · Your food diary
Salmon Illustrative portion
Vegetables
Grains
✦Ready to explore● Local AI
✦ AI model estimateEXAMPLE
542
kcalEstimated calories
34g protein
58g carbs
20g fat
✓ Review foods & portions
0AI API fees
Local models stay free.
Local models stay free.
Illustrative animation and example numbers. AI-generated food image. No photo is uploaded or analyzed here.
OUR COMMITMENT
Open-source models.
Free to run locally.
Running open-source models on your device will always be free in NommAI. You won’t need a paid AI API subscription to estimate a meal.
Future custom or fine-tuned premium models may be optional. Free local models will remain available. A first-time model download needs internet access.
A SIMPLE ROUTINE
From photo
to food diary.
You stay in control of the estimate.
AI-generated food photograph- 01
Take or pick a photo
Use the camera or choose a meal from your photo library.
- 02
Choose your AI
Run one model or compare available models. See each result separately.
- 03
Review, then log
Adjust foods and portions before saving. Track meals against your chosen calorie goal.
TRANSPARENT BY DESIGN
Know which AI
made the estimate.
Different models can give different answers. NommAI keeps them visible.
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CalorieK 94M
Estimates whole-meal nutrition totals without naming individual foods.
These models are integrated in the prototype. Speed, memory use and compatibility depend on your device. Physical Android validation is still pending.
ESTIMATES, EXPLAINED
A photo cannot
measure everything.
Portion size, cooking oils and hidden ingredients affect calorie estimates. Review the result, make corrections, or add another photo when needed. Calorie goals are estimates too, and you can set your own.
THE DETAILS
Before you start.
Is NommAI free?
Yes. Supported open-source models run on your phone for free, without an AI API subscription. Future premium models will be optional; free local models will remain available.
How accurate are photo estimates?
Calories and portions are estimates. Oils, sauces and hidden ingredients can be missed. Review the foods and amounts, correct the numbers, or enter a meal manually before saving.
Do you upload my meal photos?
No. AI analysis runs on your phone. You choose whether to keep a compressed meal photo in your local diary. We do not automatically collect photos for training.
Can I use NommAI offline?
Yes, once the model files are installed. Internet is needed for the first model download and app updates, not for analyzing meals with an installed model.
Why do AI models give different numbers?
Models estimate portions and ingredients differently. You can compare installed models, see each result separately, and choose which estimate to review and save.
When can I download the app?
NommAI is currently being prepared for iOS testing. Public App Store and Google Play downloads are not available yet. Download links will appear here when releases are ready.
Meal tracking.
On your terms.
Local AI. Always free for open-source models.
Explore the AI models ↗