2 papers
cs.CV2026
Vision-Language Models for Analog Gauge Reading: An Empirical Study of Specialization, Transfer and Reliability
Abdul Mueez, Aaditya Baranwal, Junior Chaj-Mejia +3
Analog gauges remain common in industrial environments where manual inspection is costly or hazardous. The engineering application addressed here is direct numerical reading of sin…
cs.CV2025
SynSpill: Improved Industrial Spill Detection With Synthetic Data
Aaditya Baranwal, Abdul Mueez, Jason Voelker +2
Large-scale Vision-Language Models (VLMs) have transformed general-purpose visual recognition through strong zero-shot capabilities. However, their performance degrades significant…