FoodSnapper AI: Cal Counter

FoodSnapper AI by gagasoft blends computer vision, nutrition intelligence, and habit coaching so you capture meals, workouts, and hydration with a single tap—and get macro-quality insights instantly.

FoodSnapper AI dashboard preview

About this app

FoodSnapper AI is an AI-powered calorie counter & diet manager that analyzes food photos, barcodes, and quick text entries. Whether you are aiming to lose weight or fine-tune daily habits, it keeps nutrition tracking precise and effortless.

Snap once, and FoodSnapper AI identifies food items, calculates calories, and presents macronutrients. Clean visuals, flexible goals, and widgets keep you on track without spreadsheets.

Key features

📸 AI photo-based tracking

Simply snap your meal. FoodSnapper AI recognizes items and estimates calories plus carbs, protein, and fat.

📝 Text entry & barcode scanning

Type “1 bowl of brown rice, kimchi” or scan packaged food codes. The app fills in the rest automatically.

🏃 Health Connect workout sync

Log activities manually or sync with Google Health Connect to balance calorie intake and burn.

📊 Daily to monthly reports

Review daily, weekly, and monthly nutrient ratios to understand trends at a glance.

🎯 Personalized goals

Set macro targets for keto, high-protein, bulking, cutting, or any customized plan.

🏠 Home screen widgets

Check remaining calories or log meals and workouts directly from your Android home screen.

✨ Clean, intuitive design

Enjoy a friendly interface inspired by premium wellness apps—perfect for anyone tired of complex diet tools.

Why people switch to FoodSnapper AI

Other calorie counters focus on manual logging or general coaching. FoodSnapper AI fuses instant recognition with adaptive nutrition so you get pro-grade insights without spreadsheets.

Instant clarity

Where apps like MyFitnessPal or Lose It! rely on manual entries, FoodSnapper AI auto-detects servings and macros in seconds, even for multicultural dishes.

Decision-ready insights

Lifesum-inspired daily coaching combines with Cronometer-style micronutrient tracking so you understand both calories and key vitamins at a glance.

Adaptable plans

Noom emphasizes behavior change and Yazio offers templated meal plans. FoodSnapper AI merges both: AI-generated plans that respond to your edits instantly.

Engineered for dependable accuracy

FoodSnapper AI combines layered models, verified datasets, and human feedback loops so nutrition estimates feel as trusted as a dietitian’s note.

Multi-modal recognition pipeline

A computer-vision encoder segments plates and detects ingredients before a fine-tuned large language model assigns dish names and serving sizes.

  • Trained on 1.2M labeled meal images with bounding boxes and gram weights.
  • On-device heuristics correct lighting issues and merge duplicate detections.

Macro database + RAG layer

Each prediction is cross-referenced with an indexed nutrition database via Retrieval Augmented Generation (RAG) to ensure macros align with authoritative references.

  • USDA, Korean Nutrient DB, and custom brand data are versioned and diff-tested.
  • Confidence scores fall back to user confirmation when thresholds drop below 0.78.

Continuous calibration

User edits, barcode lookups, and food diary corrections feed a nightly fine-tuning job so the model keeps learning.

  • Weekly evaluation on 500 benchmark meals hits a 92% macro match rate.
  • Anomaly alerts surface outlier predictions to the gagasoft moderation team.

What users are saying

Positive Google Play feedback highlights how FoodSnapper AI fits real nutrition journeys.

this app is genuinely amazing and very helpful and I truly recommend it💗

5★ · Galaxy A15 · Android 14

It's more than an amazing app. It helps me to reduce my weight.✨️✨️

5★ · Galaxy A73 5G

I have been using the app for a month now. Easy to use, very smart on recognising Arabian foods.

5★ · Galaxy Z Flip5

I luv this app❤

5★ · Infinix HOT 30i

top application

5★ · Galaxy S21 5G

gostei, muito intuitivo.

5★ · Galaxy S23

muy bueno 😌😸

4★ · Tecno SPARK 20C

Excellent.

5★ · Redmi Note 11 Pro+

great

5★ · Galaxy A03 Core

Ich war sehr skeptisch, was Kalorien Zählen mit Foto betrifft....aber ich wurde positiv überrascht. Bei den meisten Produkten, war es nur eine kleine differenz. Und wenn die Differenz mal grösser war, konnte man bei Bearbeiten, die Beschreibung ändern bzw. gramm Zahl angeben. Schade ist nur dass es die Aktivitäten von meiner Smartwatch Huawei 5 GT pro nicht erkennt und ich die Aktivitäten manuel erfassen muss.

Translated from German.

5★ · Pixel 9 Pro

I have used this app for a month, and the app is really good for counting food calories and step count. When I started to use this app, it had some problems that occurred in the app like disconnecting with health connect database, or wrong step count. However, the team performance is very good that I met. They responded and fixed the problem very soon. and now the app add more functions and more ingredients information for the user! recommended for all who want to count the calories clearly.

4★ · Galaxy S24+

開發團隊更新的速度很快,往後也會繼續支持的👍👍

Translated: The dev team iterates quickly—we’ll keep supporting!

5★ · Galaxy S23 Ultra

جيدا جدآ

Translated from Arabic: Very good.

5★ · Infinix HOT 30i

👍👍 good

5★ · OnePlus Nord CE 3 Lite

goooooood

5★ · Galaxy S23 FE

muy buena la recomiendo la verdad

Translated from Spanish.

5★ · Acer A60L

parfait

Translated from French: Perfect.

5★ · Galaxy S24+

J'aime beaucoup l'application mais pour nous qui sommes en Afrique sans carte de crédit veuillez svp intégré les moyens de payement comme Orange money ,Wave, Djamo etc

Translated from French.

5★ · Galaxy A35 5G

How FoodSnapper AI works

A calm, three-step flow keeps you focused on habits while FoodSnapper AI handles the heavy lifting.

1

Log meals your way

Capture a photo, write a quick note, or scan a barcode. The AI takes care of the classification.

2

AI interprets instantly

Calories, macros, and nutrients are calculated and stacked against your personal goals.

3

Track workouts & progress

Sync workouts through Google Health Connect and review daily, weekly, or monthly insights.

Product screens

Continuous scroll shows the latest FoodSnapper AI flow from capture to insights.

AI nutrition dashboard
AI insights

Understand your macros fast

Daily dashboard explains calorie balance, macro ratios, and recent activities instantly.

Snap logging screen
Snap logging

Log meals in seconds

Camera shortcuts, barcode scans, and AI photo recognition keep meal capture effortless.

Meal plan view
AI meal plans

Personalized meal plans

Multi-day menus adapt to keto, bulking, high-protein, or fully custom prompts.

Community feed
Community feed

Discover community meals

Find inspiration from shared diary entries and curated FoodSnapper AI picks.

Hydration tracker
Hydration tracker

Stay hydrated easily

Hydration goals, reminders, and widgets help you keep pace all day.

Workout sync
Workout sync

Sync workouts effortlessly

Google Health Connect logs activity so calorie balance stays complete.

Progress charts
Progress charts

Celebrate progress

Highlight streaks, weekly summaries, and macro ratios with clean charts.

Frequently asked questions

How accurate are the AI-calculated calories?

The multi-modal pipeline reaches a ~92% macro match on benchmark meals. Computer vision, RAG-backed nutrition data, and nightly fine-tuning keep results tight. If something looks off, edits instantly retrain the model and update your log.

Does FoodSnapper AI support specific diets?

Yes. Choose keto, high-protein, bulking, cutting, or set fully customized goals.

Can I sync with other fitness apps?

Absolutely. Google Health Connect syncs FoodSnapper AI with many partner apps and wearables.

Can I log meals without photos?

Of course—text entry and barcode scanning keep logging quick when snapping a photo isn’t possible.

How do I track workouts?

Log workouts manually or let Health Connect sync activities automatically so intake and burn stay aligned.

Start in minutes

Kickstart your healthiest streak today

Turn meal photos into instant macro breakdowns, follow adaptive meal coaching, and let FoodSnapper AI balance calories, hydration, and workouts for you.

Get FoodSnapper AI on Google Play

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