Photo calorie tracker — snap your plate, log in 2 seconds
Manual calorie logging is the biggest dropout point of every diet app. Photo logging is 8× faster — IF the recognition is honest about what it sees.
Every diet app's funnel collapses on one screen: the food log. Searching "banana" returns 47 results and you don't know which is yours. Logging a homemade bowl means decomposing it into raw ingredients. The 30-second log turns into 4 minutes, three days running, and the app gets deleted. Photo logging fixes the speed problem — but most photo trackers (Stupid AI / Foodvisor v1) over-claim certainty, attribute 600 kcal to a salad, and erode your trust by lunch.
Volya's plate scan is a two-step UX: Gemini 2.5 Flash returns per-item grams + macros + a confidence rating in ~2 seconds. You see an editable preview — change grams and watch macros auto-rescale, swap mis-identified items, add anything missed — then commit. No silent over-claiming, no "trust the model". When the model isn't sure, the UI says so.
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Manual calorie logging is the biggest dropout point of every diet app. Photo logging is 8× faster — IF the recognition is honest about what it sees.
Try plate scan — 2-second log