The Metricae icon: red LED ticks around a dark iris

Metricae

Habits, logged from photos

Your camera roll already knows what you did. Metricae reads it on your iPhone, with no cloud and no account, and turns it into a heatmap of your habits.

Download on the App Store

Free · iPhone · No ads, no account

From one photo to a logged day, in 40 seconds

Built like an instrument

No streak anxiety, no confetti. LED heatmaps, LCD readouts and radial gauges, styled after lab hardware. It shows the data and gets out of the way.

The Metricae home screen: group and activity keys, a heatmap of logged days, and the date range with the LOG key.
Home: every activity on one heatmap, a red cell per logged day.
The log screen: a wave photo above BODYBOARD, a time bar set to one hour, and tags like MORNING.
Log: the model names the activity, you add time and tags, one tap saves it.
The stats view for BODYBOARD: streak 4 days, last 1 day, average 2.6, total 14, above its heatmap.
Stats: streak, last session, weekly average and total for any range.
The engine view: BODYBOARD 72 of 73 right, and a confidence chart that climbs to 100% as photos are confirmed.
Engine: how sure the model is, and how it got there, photo by photo.

Logs from your photos

  • Take a photo in the app, or pick one you already have
  • The model suggests the activity, one tap confirms it
  • Add the time spent and tags like a muscle group or a spot
  • Log by hand anything a camera can't see

Learns what your habits look like

  • Every photo you confirm teaches it your gym, your trail, your bar
  • Suggestions get sharper the more you log
  • The engine view shows how sure it is, and why

Good habits and bad ones

  • Minimum goals for what you want more of: gym, 3 days a week
  • Maximum goals for what you're cutting: 0 late-night snacks
  • Avoidance activities flip the heatmap, so clean days light up

Stats, tags and places

  • Streak, last session, weekly average and total over any range
  • Time per session, with totals and averages
  • Places learned from where your photos were taken
  • Tags you use at a place come pre-picked the next time you log there
  • Every day keeps its photo, so the history is also a photo diary

Private by design

  • Everything runs on your iPhone and works offline
  • Photos are never uploaded, there is no server
  • No account, no analytics, no ads, no purchases
  • The App Store privacy label reads Data Not Collected

HOW IT LEARNS

Metricae runs Apple's MobileCLIP, a small image model that fits on a phone. It turns each photo into a fingerprint of 512 numbers that describe what is in it: a gym, a plate, a wave. The model is 22 MB and never changes.

On top sits one thin layer, a linear probe, the idea from OpenAI's CLIP paper: keep the big model frozen and train a small layer to learn new categories from a few examples. Each habit starts from the photos you confirm for it, and every new confirm retrains the layer on your phone in about half a second. It learns what each habit looks like for you, not for anyone else.