Vision
Photo recognition
Multi-item plates, mixed dishes, and home-cooked meals. We trained on real food, not stock photos.
Issue 01 · Spring 2026
CalorieScan AI is a photo‑first nutrition tracker. Point your camera at a meal and we figure out the calories, protein, carbs and fat — usually in under three seconds. No menu spelunking. No barcode required.
Saturday
2,000
Kcal left
0% of goal0
Eaten
—
Burned
2,000
Goal
Nutrition
§01 · How it works
Most calorie apps make you a part-time data entry clerk. We flipped the model: the camera does the work, you confirm the answer, and the app gets out of your way.
01
Open the app, tap the shutter. Burrito bowl, half-eaten croissant, chaotic charcuterie — the camera is the input.
02
Our vision model identifies each item, estimates portion size, and pulls macros from a 42,000-food nutrition database.
03
Wrong about the dressing? Just type ‘double the olive oil, no croutons.’ Numbers update on the fly.
§01.5 · Inside the app
Built for the way you actually use a phone — at the table, at 11pm, in the back of an Uber. Warm typography on a true black canvas. Macros surfaced where they help, hidden where they don't.
Journal · 30 days
Total for period
1,410
KCAL
6 entries · 2 days
110g
Protein
156g
Carbs
41g
Fat
The day
Saturday, April 11
650 kcal
Builders Protein Bar — White F…
LUNCH · 2:18 PM
280
kcal
Builders Protein Bar
BREAKFAST · 10:35 AM
280
kcal
Saturday
2,000
Kcal left
0% of goal0
Eaten
—
Burned
2,000
Goal
Nutrition
The day
7 – 10 AM
Breakfast
370
kcal12 – 2 PM
Lunch
280
kcal6 – 8 PM
Dinner
Any time
Snacks
Latest
Builders Protein…
2:18 PM
Builders Protein
10:35 AM
§02 · Features
Vision
Multi-item plates, mixed dishes, and home-cooked meals. We trained on real food, not stock photos.
LLM
Type ‘two eggs over easy on sourdough with a flat white’ and we’ll log it like a friend who happens to be a dietitian.
Scan
Packaged food gets the boring, perfectly accurate treatment.
Health
Two-way sync for nutrition, weight, workouts and active energy.
Review
A short, honest summary of how the week actually went. No streak shaming.
From the App Store
“I’ve tried every calorie app on the planet. This is the first one that didn’t make me quit by week two.”
Maya R. — runner, recovering MyFitnessPal user
§03 · What people say
pree.palmer
iOS · 5★
“Lost 17 lbs in 4 months. The photo log is the only reason I actually kept up with it.”
OrdinaryTony
iOS · 5★
“Bulking for a year straight on this app. Macros are stupid easy to hit when you can just snap your plate.”
msnsofor
iOS · 5★
“My RD recommended this over MFP. Honestly more accurate for the home-cooked stuff I actually eat.”
Mathias
iOS · 5★
“Started yesterday. Already deleted three other apps.”
fitness_journey24
iOS · 5★
“The natural language thing is a cheat code. ‘Add the office cookie’ and it just understands.”
elisew.runs
iOS · 5★
“First app I’ve used that doesn’t guilt-trip me when I miss a day. Refreshing.”
§04 · Why switch
The old way
The CalorieScan way
Honest comparisons to specific apps
§05 · Field Notes
Free, then $9.99/mo if you love it
Download CalorieScan AI free on the App Store. No credit card. No 14-day countdown. No dark patterns.