About

SingleBungles is a small research & engineering team building anomaly detection techniques and practical datasets.

What we are

A lab-inspired startup: reproducible research practices with engineering speed. Our shared mission is creating a 3D printer + sound anomaly detection dataset.

Principles

Clear protocols, realistic baselines, transparent evaluation, and releases that others can build on.

reproducible
open tooling
practical datasets