Add image-based livestock weighing to your platform. No hardware. No ML team.

An API your users call from the app they already use. You ship the feature — we ship the pipeline.

01 Your reality

What your users keep asking for

01

It's not just your users — your product needs it too.

Forms and workflows depend on weight as an input. But you can't justify a full ML team for a single field. Every month without it widens the gap to the competitor that shipped it first.

02

Apps, 3D cameras, and scales all live outside your product.

Every time a user leaves to weigh, the workflow fragments, engagement drops, and your platform quietly loses its position as the full solution.

03

Weight is a wedge — and a dependency.

Average daily gain, sale-readiness, auction listings, treatment dosages, ration planning — all run on it. Irregular weighing blocks every process downstream that depends on that number.

02 What Mira does

How we power your platform

A multi-species weighing API — cattle, swine, sheep, goats, horses, and any livestock weighable from an overhead frame.

Camera-agnostic: works with consumer phones. Capture live through your app, or upload from the user's gallery.

Weighs the batch at once — no one-by-one handling — and returns weight estimates per animal.

No hardware shipment. No inference infrastructure. A single HTTPS call.

03 How you integrate

Calibrate once. POST per capture.

Calibrate once per device
Capture video clip
Mira pipeline preprocess + models
Response weight
  1. 1 Your app sends a video clip to /predict. Camera calibration is already on file from a one-time /calibrate.
  2. 2 Our pipeline returns a weight estimate for each animal in the capture.
  3. 3 You surface the result natively in your UI. Branding stays yours.
Request
curl -X POST https://api.miratech.app/v1/predict \
  -H "Authorization: Bearer $MIRA_KEY" \
  -F "video=@capture.mp4" \
  -F "species=bovine"
Response
{
  "predictions": [
    {"id": 0, "weight_kg": 482},
    {"id": 1, "weight_kg": 390},
    {"id": 2, "weight_kg": 502}
  ]
}

To your user, it's just a new weight field in your app.

04 Beyond the API

Beyond the standard API

Some platforms need more than the off-the-shelf endpoint — a custom model, a different species, a physics-grounded pipeline, or a full data science engagement. We take selective projects where our background in computer vision, data science, and physical modeling fits. If that sounds like your case, let's talk.

05 Contact

Want to explore fit?