Photo ingredient recognition

Fridge Recipe Generator: Snap a Photo, Get Dinner Ideas

Open fridge. Stare. Close it. Repeat. Instead, snap one photo — Cook Compass reads what's inside, hands you an editable list, and matches it to a real recipe you can cook tonight.

What the camera sees — and what it misses

Honest notes on photo recognition — including its limits.

Behind the scenes, your photo goes through a vision model that identifies ingredients, normalizes them into a standard list, and matches them against a real recipe database. The whole thing takes seconds — and the list stays editable until you're happy with it.

Shots that work

Bright light and spread-out items scan best: an open fridge shelf, a pantry rack, or ingredients laid on the counter. One clear shot is enough to start.

What it can miss

Crisper drawers, items stacked behind each other, and unlabeled jars are hard for any camera — ours included. If something is missed or misnamed, the list is yours to fix.

You always get the last word

Everything the camera finds lands in an editable list. Delete mistakes, type what it missed, or say it out loud — nothing is generated until you say go.

How it works

From a photo of your fridge to dinner on the table — in three steps.

Step 1

Snap one clear shot

Photograph an open fridge shelf or items on the counter. No account needed — guests get 5 free scans a day.

Step 2

Confirm and edit

Review the recognized ingredients, remove anything wrong, and add what the camera missed by typing or voice.

Step 3

Get your recipe

Your list is matched against a real recipe database, then personalized to your diet, equipment, and cooking time.

Why it's different

Most photo-to-recipe tools jump straight from picture to recipe. Cook Compass puts a checkpoint in between.

Confirm before you cook

Other tools turn your photo into a recipe you can't control. Cook Compass shows you the recognized list first — edit it, then match.

Matched to real recipes, never invented

Your photo is matched against a real recipe database. AI only personalizes a tested recipe to your ingredients — it never makes up steps or quantities.

Try the camera before you sign up

Guests get 5 free photo scans a day — no account, no card. Sign in only when you want unlimited scans and recipe generation.

Turn What's in Your Fridge Into Tonight's Dinner

Added ingredients

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Preferences

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Meal type
Available equipment
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FAQ

Common questions about turning a fridge photo into dinner.

Is there an app that scans your fridge and gives you recipes?

Yes — Cook Compass. Snap a photo of an open fridge shelf, review the recognized ingredients in an editable list, and get a recipe matched from a real recipe database. Guests can try 5 scans a day without signing up.

What kind of photo works best for ingredient recognition?

A clear, well-lit photo where your ingredients are spread out and visible — an open fridge shelf, a pantry rack, or items laid out on the counter all work well. If something is missed or misidentified, you can edit the ingredient list before generating.

Is photo ingredient recognition free?

Yes. Photo recognition is always free and doesn't use any credits — guests get up to 5 scans a day without signing in, and signed-in users get unlimited scans. Generating a recipe costs 10 credits, and the Free plan gives you 30 credits every day.

Can I edit what the AI recognized?

Always. The recognized ingredients land in an editable list — delete mistakes, type what the camera missed, or add items by voice. The recipe is only generated from the list you approve.

Does it work if my fridge is messy or packed?

It works better shelf by shelf. Instead of one wide shot of a packed fridge, photograph one shelf or drawer at a time and add items across multiple scans — everything lands in the same editable list.