Research Article

A YOLOv3-Based Industrial Instrument Classification and Reading Recognition Method

Table 3

Digital instrument recognition accuracy.

MethodsAccuracy (%)

MNIST dataset recognition method based on Keras framework [1]99.13
Pixellink + CRNN [2]99.3
GrayWorld + deform-conv [5]99.45
The method used in this study99.7