Research Article

Insulator Segmentation for Power Line Inspection Based on Modified Conditional Generative Adversarial Network

Table 2

Discriminator architecture.

SetLayer nameType of layersOutput size

InputRGB and generated 
Encoder1Conv1Conv+LeakyReLU, ,
Encoder2Conv2Conv+LeakyReLU+BN, ,
Encoder3Conv3Conv+LeakyReLU+BN, ,
Encoder4Conv4Conv+LeakyReLU+BN, ,
Encoder5Conv5Conv+LeakyReLU+BN, ,