Calo AI

The food recognition API you wished existed.

17 followers

The food recognition API you wished existed.

17 followers

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Building a fitness app? A calorie tracker? A smart food diary? You don't need a machine learning team. You need one API call. CaloAI takes any food photo and returns calories, macros, allergens, diet tags, and an AI nutritionist verdict — in milliseconds. Powered by our proprietary Vision AI, trained on 150,000+ dishes, with a built-in consistency check so your numbers always add up. One endpoint. Clean JSON. No ML headache.

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Calo AI Launches

Fastest Food Recognition & Nutrition APIPhoto in. Macros out. One API call.

Launched on June 5th, 2026

CaloAIFood Nutrition Analyzer API AI-powered from food photos

Launched on June 26th, 2025

Forum Threads

p/caloai

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29d ago

What features would make a food recognition API a no-brainer for your app?

Building CaloAI taught me a lot about what developers actually need vs what I assumed they'd need. Curious if you're building a fitness or nutrition app, what's the one thing that would make integrating a food recognition API an instant yes for you?

p/caloai

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29d ago

The hardest technical problem I solved building CaloAI

AI models kept returning macros that didn't add up mathematically. Protein 4 + Carbs 4 + Fat 9 would never equal the reported calories. I ended up building a double-layer verification guardrail that forces every response to be internally consistent before it's served. Small detail but the kind of thing that breaks user trust silently if you ignore it.

p/caloai

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29d ago

How we handle food photos that aren't publicly hosted

A common problem when building nutrition apps users take photos in-app, but the image isn't publicly accessible. CaloAI accepts Base64 strings directly, so you can encode the image client-side and send it without needing a storage bucket or signed URLs at all.

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