500 collected meter images were tested in the experiment,
and the test result verified the system’s validity and accuracy.
The proposed system can identify 485 images in 500 images
correctly, with 97% accuracy rate and 0.5S average response
time. Experimental results show that the proposed design meet
the requirement of real-time performance and can be directly
applied to the ammeter image recognition system.