In this chapter, let us write a simple MPL based ANN to do regression prediction. Till now, we have...
In this chapter, let us write a simple MPL based ANN to do regression prediction. Till now, we have...
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In this chapter, let us write a simple Long Short Term Memory (LSTM) based RNN to do sequence analysis....
In this chapter, let us write a simple Long Short Term Memory (LSTM) based RNN to do sequence analysis....
Keras applications module is used to provide pre-trained model for deep neural networks. Keras models are used for prediction,...
Keras applications module is used to provide pre-trained model for deep neural networks. Keras models are used for prediction,...
ResNet is a pre-trained model. It is trained using ImageNet. ResNet model weights pre-trained on ImageNet. It has the...
ResNet is a pre-trained model. It is trained using ImageNet. ResNet model weights pre-trained on ImageNet. It has the...
Let us modify the model from MPL to Convolution Neural Network (CNN) for our earlier digit identification problem. CNN...
Let us modify the model from MPL to Convolution Neural Network (CNN) for our earlier digit identification problem. CNN...
This chapter deals with the model evaluation and model prediction in Keras. Let us begin by understanding the model...
This chapter deals with the model evaluation and model prediction in Keras. Let us begin by understanding the model...
Previously, we studied the basics of how to create model using Sequential and Functional API. This chapter explains about...
Previously, we studied the basics of how to create model using Sequential and Functional API. This chapter explains about...
As learned earlier, Keras model represents the actual neural network model. Keras provides a two mode to create the...
As learned earlier, Keras model represents the actual neural network model. Keras provides a two mode to create the...
Keras allows to create our own customized layer. Once a new layer is created, it can be used in...
Keras allows to create our own customized layer. Once a new layer is created, it can be used in...
As learned earlier, Keras layers are the primary building block of Keras models. Each layer receives input information, do...
As learned earlier, Keras layers are the primary building block of Keras models. Each layer receives input information, do...