Try it for 30 days, then get a key

Start with the trial

Nothing to sign up for. The clock starts on your first training run.

auspex-vision covers boxes, polygons, keypoints, polylines and tags in one model; auspex-cursus is the dedicated polyline detector. Both license the same way.

What a key changes

Always free, key or not

Prediction, validation, threshold calibration, and export to your labelling tool.

Free for 30 days

Training and fine-tuning on your own data, with no limit on dataset size.

Needs a key after that

Training only. Models you already trained stay yours and keep running.

Weights you train on your own data belong to you, and they keep working if a licence lapses. A key is checked offline — nothing phones home, and it works on machines with no internet access.

Using your key

Set it in the environment. Each package reads its own variable:

Or write the key to a file — ~/.auspex/license.key for auspex-vision, ~/.auspex/cursus.lic for auspex-cursus — useful on a shared training box where the environment is not yours to set. An account token (HLN1…) from the console goes in the same place.