Models

Install what we build.

Packages we develop and publish to PyPI. Install one with pip and it works in your own stack — nothing runs on this site.

Instance segmentation: a polygon per object, with the class and box that identify it. Trained from random initialisation on your own annotations — no pretrained weights.

pip install auspex-seg
v0.1.0segmentationinstance-segmentationpolygons

One model for bounding boxes, polygons, polylines, keypoints and tags — train them together or one label type alone, on datasets of any size.

pip install auspex-vision
object-detectionpolylinepolygon

Bounding-box object detection, trained from scratch on your own data — one task, with nothing else taking up parameters or compute.

pip install auspex-rt
v0.1.0object-detectionbounding-boxyolo

Polyline detection: an ordered chain of vertices per instance — pipes, drip lines, road centre lines, horizons. A detector purpose-built for paths, trained on your own annotations.

pip install auspex-cursus
v0.8.1polylineobject-detectionannotation