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Advances, Systems and Applications

Table 1 The comprison of accuracy rate for two models

From: Dual-channel convolutional neural network for power edge image recognition

Model Data Insulator Transformer Breaker Bus Tower
Single CNN Training 94% 90% 91% 92% 74%
  Validation 94% 91% 90% 93% 73%
  Testing 94% 89% 89% 92% 72%
Dual CNN Training 97% 93% 94% 96% 82%
  Validation 97% 93% 95% 96% 81%
  Testing 97% 92% 93% 96% 80%