nowfound

AI · August 29, 2026

Volumeal

The honest calorie counter — a range, not a fake number

What it does

Volumeal is a photo-based calorie counter with one honest twist: instead of a fake exact "312 kcal," it shows a confidence range. Snap your plate and you get calories and macros as an honest range, then track your trend over time instead of a meaningless decimal. Less guilt, less burnout, easier to stick with. Values are grounded in public reference tables (ANSES Ciqual, USDA) and Mifflin-St Jeor. Free to start, no card. iOS & Android. Built by a small independent team in France.

Volumeal estimates your calories from a photo, barcode or voice — an honest range with its confidence level, not a fake exact number. Free, 5 scans/day.

Volumeal estimates your meal from a photo, a barcode or your voice — and gives you an honest range with its confidence level. No false precision down to the gram. No weighing, no database to dig through. Show your meal, Volumeal does the rest. The app recognises the food and works out the most likely amount on your plate. You get a range plus a confidence level. Adjust the portion with a swipe to fine-tune. Estimating a meal from a photo is never "312 kcal" to the gram. Other apps know it and hide it. We give you the margin. Invented precision. You start doubting, then drop the app after two weeks. You see what the photo can actually tell. You track your trend without lying to yourself —…from volumeal.com

Does the same job

all alternatives →
  • SnapCalorie2021 · ▲215

    Calorie tracking with a single photo

  • 0xCalJan 2026 · ▲206

    Type + capture your meals to log cals w/ Apple Health Sync

  • Calory2019 · ▲75

    Your simple calorie counter & tracker

  • aical2019 · ▲131

    Photo & Voice calories counter.

  • YourMealDec 2025 · ▲70

    iOS AI calorie tracker or your macros

  • CARROT Hunger2015 · ▲87

    A judgemental calorie counter

More ai this month

the category →
  • I trained a 125M-parameter transformer to autocomplete piano performances in real time (~108 notes/sec on an iPhone 15). The idea is basically GitHub Copilot or Tabnine, except instead of prompting it with code, you prompt it by playing a few notes on a MIDI piano. The model then continues what you played, entirely on-device. The app is free if anyone wants to try it. Happy to answer questions about the model, training, Core ML, or the many things that didn't work.

    AI · 16d ago · simedw.com

  • Astute585

    Automate your B2B brand going viral, with new media creators

    AI · 18d ago · company-app.joinastute.com

  • Grok Bot547

    AI teammates that you can give real work to

    AI · 25d ago · x.ai

  • Hey HN, Henry from Cactus here! We previously released Cactus Needle, a 14MB agentic LLM for tool call, device use, and structured extraction for phones, wearables, smart homes, small robots and microcontrollers. We got really great feedback here, and have now incorporated the suggestions to release Needle 2. The whole model is a single 14MB binary that runs a full session in 28MB of RAM; 45m parameters at 2bit compression. Needle hits 500 tokens/sec decode speed on a Raspberry Pi 5, sits between 400-1,500 tokens/sec on VR devices like Meta Quest 3S and Apple Vision Pro, and ranges…

    AI · 26d ago · cactuscompute.com

  • Make your software self-driving

    AI · 30d ago · coldtea.ai

  • Soloop472

    Approval-first Agent OS for solo founders

    AI · 30d ago · soloop.io

Launched alongside, August 2026

the whole month →
  • TL

    Life & fun · 10d ago · louisabraham.github.io

  • Hey Noah641

    A proactive AI executive assistant for founders

    AI · Aug 2026 · heynoah.io

  • Let agents source clips from terabytes of your local video

    Work · 18d ago · clipto.com

  • SA

    Hello HN! I found that picking out plausible but diverse skin tones for my digital art and game development projects was kind of difficult, and I got curious about if there was a way to define a color space that made it easy. I've built a color picker and procedural generation algorithm based on the space as well as a bunch of other fun js features and demos throughout the page that use the equations. If you find it interesting, I have lots of explanations of how I built it and what properties the space has. The methodology might be a bit shaky, but hopefully the result is as helpful for…

    Life & fun · Aug 2026 · toneyalexander.github.io

  • AdAnt AI608

    Claude for viral, high-converting social ads

    AI · Aug 2026

  • I trained a 125M-parameter transformer to autocomplete piano performances in real time (~108 notes/sec on an iPhone 15). The idea is basically GitHub Copilot or Tabnine, except instead of prompting it with code, you prompt it by playing a few notes on a MIDI piano. The model then continues what you played, entirely on-device. The app is free if anyone wants to try it. Happy to answer questions about the model, training, Core ML, or the many things that didn't work.

    AI · 16d ago · simedw.com