Abstract Machine vision technology is an interdisciplinary subject involving plenty of fields such as artificial intelligence, neurobiology, psychophysics, computer science, image processing and pattern recognition, etc. In recent years, with rapid development the technology, machine recognition widely used in many detection control. For thermo-hygrometers calibration, manual operation method t...