Tag: Regularization

  • Regularization in CNNs

    Regularization in CNNs

    The Overfitting problemfor CNNs Techniques to address Overfitting 1. Data Augmentation 2. Batch Normalization 3. Spatial Dropout In Spatial Dropout, whole feature maps themselves are randomly dropped. Dropping a feature map, means making all the cells of that feature map 0, which would be as good as not using it.Let’s suppose we obtained 8 feature…