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-segv0.1.0segmentationinstance-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-visionobject-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-rtv0.1.0object-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-cursusv0.8.1polylineobject-detectionannotation