This study asks whether controlled synthetic data can improve the performance of open-vocabulary foundation detectors on a rare industrial category. We evaluated two widely used models, Grounding DINO ...

I developed a geospatial machine-learning workflow to identify oil and gas wells that may be orphaned, using well records collected across the United States. The purpose was to help researchers ...