Instrument data identification method in robot intelligent inspection based on deep learning

The invention discloses an instrument data identification method in robot intelligent inspection based on deep learning, and relates to the field of image processing. The method comprises the following steps: acquiring an instrument panel video; carrying out key frame extraction on the instrument panel video to obtain a to-be-detected key frame; performing image segmentation on the to-be-detected key frame to obtain a to-be-detected image; inputting the to-be-detected image into the reading reading model, and outputting to obtain an instrument reading reading result; and processing the reading result of the instrument reading to obtain the instrument reading. In the process of recognizing the picture containing the instrument, the picture related to the instrument reading is obtained by extracting the key frame and segmenting the key picture and is input into the recognition model, and finally the instrument reading is obtained. In the recognition process, key frame recognition, image segmentation and artific