NAPA V2 — the Navdhi Advanced Pulse Analyser — is our new AI vision model that reads a single photo of your dal and returns a full nutrition breakdown in seconds. No scale, no lookup tables, no guesswork.
Rolling out inside the Dietary Guide app · Limited early access
The Process
NAPA V2 turns a single image into a complete, structured nutrition profile — built for the way dal is actually cooked and eaten.
Snap or upload a photo of your dal in a bowl, katori, or plate — however you'd normally eat it.
NAPA identifies the dal variety, or mix of varieties, and estimates the portion in the frame.
Our nutrition model maps the visual read to a verified nutrient database, accounting for oil and tempering.
Get the full breakdown plus personalized suggestions, synced straight into the Dietary Guide app.
What It Can Do
Not a generic food scanner — a model shaped around dal, the way it's cooked, mixed, and served across Indian kitchens.
Recognizes multiple dals and mixed preparations — like mixed-dal khichdi — in a single frame.
Approximates serving size directly from the image — no manual weighing or entry required.
Protein, carbs, fiber, iron, folate and more — estimated per serving, not just per 100g.
Accounts for tadka, ghee, and oil in mixed dishes instead of scoring dal in isolation.
Analysis returns in seconds, right on your phone — fast enough to use at the table.
Images are processed to extract nutrition data only — never stored for training without consent.
Supported Varieties
See It In Action
NAPA V2 doesn't just guess a calorie count — it returns a structured read you can build on, inside the Dietary Guide app or your own tools.
We're onboarding a limited beta cohort as NAPA V2 rolls out inside the Dietary Guide app. Drop your email and we'll reach out with early access.
✓ Thanks! We'll be in touch with your beta invite.
Good to Know
NAPA stands for Navdhi Advanced Pulse Analyser — our AI model for image-based dal nutrition analysis, built by the Navdhi Innovation Lab.
NAPA V2 is in active beta. We're continuously improving detection and nutrition estimates using real-world feedback from our beta cohort before a wider rollout.
NAPA V2 is rolling out inside the Dietary Guide app during the beta phase. Sign up below to get early access as seats open up.
Enter your email in the section above and our team will reach out with an invite as we onboard the next cohort.