Katherine Nunn

From Working to Working: Sustaining a Wildlife-Detection Pipeline Through Dependency Drift

Research pipelines that rely on computer vision models do not remain functional on their own: as the external tools and libraries they depend on continue to evolve, a previously working pipeline can silently drift out of a working state. Because such failures can occur without producing an error, they pose a particular...