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…