Your fridge, seen by AI. Tonight's dinner, solved.
One photo or a typed list. A vision model detects every ingredient, a constraint solver applies your diet, time and servings, and a recipe model writes three meals that use up what you already own.
- Ingredient classes
- 1,800+
- Detect latency p50
- 182 ms
- Photo to 3 recipes
- ~7 s
Run the model on your kitchen.
We've stocked a sample fridge. Edit any item, set your constraints and watch every stage of the pipeline run — from detection to macros.
// Raw JSON from Chef-LM 2 streams here when you run the pipeline.Three recipes, an ingredient graph and a nutrition estimate.
Every recipe shows which of your items it uses, what you'd need to buy, macros per serving, how much perishable food it rescues and whether it passes your diet, time and servings constraints.
Fridge to fork in three moves.
Show us the shelves
Take one photo of your fridge or pantry, or type a quick list. Our vision model labels items, even half an onion in a bag.
Set the house rules
Servings, time you've got, diet and the cuisine you're craving. Pantrymind remembers allergies and dislikes per profile.
Cook, tick, done
Pick a recipe ranked by how much it uses up. Follow steps you can check off, and get a tiny shopping list only when it's worth it.
Photo pantry scan
Recognises 1,800+ ingredients, including jars, leftovers in tubs and regional produce like garden egg and ugu.
mAP@.5 0.89Use-it-up ranking
Recipes are scored on how much of your stock they use, prioritising things close to their best-before.
waste-weighted scoringMinimal shopping lists
Only suggests buying something if it unlocks a much better meal — and merges every gap into one list.
median 0.6 items to buyDiet you can trust
Halal, vegan, vegetarian and low-carb rules are checked against every ingredient, reviewed by our registered dietitian.
ingredient-level verifierHonest timings
Times include chopping and preheating. Ask for 15 minutes and you get dishes that really fit 15 minutes.
hard time constraintWeekly meal plans
Plus and Family plans stitch recipes into a week that shares ingredients, so one bunch of spinach covers three meals.
multi-day plannerThree models, one knowledge graph, hard guardrails.
Detection, planning and nutrition are separate specialised models. Every recipe passes a rule-based verifier before you see it, so the language model never has the last word on your diet.
- Ingredient recall (photos)
- 93.4%PantryVision-3 on 12k held-out fridge photos
- Latency p50
- 182 msdetection; full plan ~7 s end to end
- Diet rule precision
- 99.7%verifier vs dietitian-labelled set
- Context window
- 64ktokens: pantry, profile and retrieved recipes
- Languages
- 11incl. Yoruba, Igbo, Hausa ingredient names
- Privacy
- 0 daysphoto retention. No training on your data.
Internal benchmarks, Pantrymind Labs, September 2026. Fictional figures for this demo site.
Less binned. More dinner.
"Typed in half a cabbage, rice and two sad sausages. Got a fried rice I'd actually make again."
"The halal filter is the first one that's never slipped something past me. Ramadan evenings got easier."
"My shopping list went from a page to four lines. Plantain doesn't go black on my counter anymore."
Priced like a bag of groceries.
Free
For trying it on tonight's dinner.
- 5 recipe runs a week
- Typed ingredient lists
- All diet filters
- Shopping list copy
Plus
For cooks who want the fridge to do the thinking.
- Unlimited recipe runs
- Photo fridge & pantry scan
- Weekly meal plans
- Saved recipes & best-before nudges
Family
For one fridge, many opinions.
- Everything in Plus
- 6 profiles with diets & allergies
- Weekly family plan
- Shared, live shopping list
Paid plans start with a 14-day trial. No card required — we'll ask before anything is charged.
Chefs, scientists, one very picky dietitian.
Funmi Adeyemi
Ran a Lagos supper club for six years, then spent three researching household food waste.
Marco Bellini
Computer-vision engineer who taught a model to tell spring onions from leeks in bad fridge light.
Amara Nwosu
Registered dietitian who signs off every diet rule and calorie model before it ships.
Dan Whitfield
Designs for greasy thumbs and propped-up phones. Previously built checkout flows for grocers.
Questions from the queue.
Something else? Write to hello@pantrymind.app and a human replies within a day.
How accurate is the photo scan?
On clear fridge photos it labels around 9 in 10 visible items correctly. You always see the detected list and can edit it before recipes are made, so a mislabelled jar never ends up in dinner.
Can I trust the diet filters for halal or vegan?
Every recipe is checked against ingredient-level rules written with our dietitian — gelatine, stock cubes, wine and fish sauce included. If an item is ambiguous, Pantrymind flags it instead of guessing.
Do I need special ingredients?
No. We assume salt, oil, water and black pepper. Anything else a recipe needs shows up on the shopping list, and we rank recipes that need nothing extra first.
Are the calorie and macro numbers exact?
They're estimates per serving based on typical portion weights. Good for planning, not for medical dosing. Plus users can log real quantities for tighter numbers.
What happens to my fridge photos?
Photos are used to detect ingredients and then discarded. We keep the ingredient list, not the picture, unless you choose to save it. We never train on your data.
Can I cancel anytime?
Yes, from settings, in two taps. Annual plans are refunded pro-rata within the first 30 days.
Tonight's dinner is already in your fridge.
Join the list for the mobile app and early Family plan access.