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Brief introduction to revolutionary neural networks

2022-07-05 13:51:00 【Deer holding grass】

Convolutional Neural Networks

Computers learn and mine the relevant characteristics of target attributes （Features） To identify and explore the target .
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Convolution layer Convolutional Layer
Pooling layer Pooling Layer
Fully connected layer Fully-Connected Layer

1. Convolution Layer: The Kernel

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2. Pooling Layer

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3. ResNet

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4. DenseNet

  • To reduce the vanishing-gradient
  • Strengthened feature The transfer
  • Make more effective use of feature
  • To some extent, the number of parameters is reduced

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