Photo → ingredients → macros, in seconds
Snap a meal.
Get the macros.
MitraVision sends your photo through an advanced multimodal AI pipeline to identify the dish, decompose it into ingredients with estimated grams, smart-match each one to an authoritative reference nutrition database, and return per-serving macros with a confidence rating on every ingredient. Anything wrong? Edit it in one tap before you log.
Manual food logging is a tax on every meal you eat.
Most food trackers stop at three options: type it, scan a barcode, or attach a photo as decoration. None of them actually look at your plate.
Typing every ingredient
Picking 8 ingredients from a search box and adjusting grams on each one is friction you pay every meal. Most people quit logging within 3 weeks.
Barcodes only work for packaged food
A scan is great for a yogurt cup. Useless for a home-cooked stir-fry, a restaurant plate, or anything assembled from parts.
Generic photo logging is decoration
Most apps treat a meal photo as a visual record stapled to a manually-typed log entry. The photo is for your scrapbook, not for the macros.
MitraVision reads the plate, not just the caption.
One photo, one pipeline, real ingredients with real macros. Every one of them traceable to a reference nutrient entry.
Dish ID + ingredient decomposition
An advanced multimodal AI identifies the overall dish, the cuisine, the likely number of servings, and a structured list of decomposed ingredients with estimated grams each. Not a single guess, but a real ingredient list.
Smart-match to nutrient database
Every detected ingredient is matched against CuocoMitra's reference nutrient database using the same multi-signal smart-match scorer that powers ingredient swaps. Macros are computed per ingredient and summed, not pulled from a generic stock photo.
Confidence ratings you can edit
Every ingredient match shows a confidence score. If the analysis is low-coverage, the macros are flagged so you know to double-check. Adjust grams, swap an ingredient, or override macros directly. Your edits ship to the log.
Four steps. Then you eat.
Open the Photo tab
From the meal planner dashboard, tap "Log a meal" and switch to the Photo tab.
Snap or pick a photo
Take a fresh photo or pick one from your gallery. From-above and well-lit works best.
Review and edit
Watch the pipeline stream through uploading, analyzing, matching, and computing. Adjust grams, swap ingredients, or override macros.
Tap Log Meal
Pick a slot (breakfast, lunch, dinner, or snack). The photo is saved with the entry and your daily totals update immediately.
Start free. Snap with credits.
Every photo analysis uses a small amount of AI credits because MitraVision runs an LLM call for dish ID and macro computation. Free accounts get a monthly credit allowance; premium plans unlock the full AI cooking stack.
Premium plans are currently invitation-only.
Frequently asked
Stop typing every ingredient. Just snap it.
Free to start. No credit card. Your first photo-logged meal in under a minute.