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ϒ (Introduction to Deep Learning) - . , IT.

:
1. Convolutional neural network ( ):
- Convolutional Layer ( );
- ReLU activation ( );
- Cross Entropy + Softmax ( ).

2. Model Regularization ( ):
- Weight decay ( );
- Batch normalization ( );
- Dropout ().

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