Intelligent Ammeter Reading Recognition Method Based on Deep Learning
Cheng Dai, Yufang Gan, Ling Zhuo, Xin Hu, Yingkang Wang, Yong Liao · 2019
Aiming at the weaknesses of the current meter reading mode, this paper proposes an intelligent ammeter reading recognition method based on deep learning. A camera is first used to collect the image information of an ammeter digital dial, then the collected images are pre-processed, and finally the pre-processed images are automatically recognized by using the multi-layer convolutional neural network in this method. This method can be used for recognizing an ammeter automatically, reducing the workload of manual meter recognition and improving the recognition precision of the meter.