Category Archives

Keras – Pre-Trained Models

In this chapter, we will learn about the pre-trained models in Keras. Let us begin with VGG16. VGG16 VGG16...

Keras – Pre-Trained Models

In this chapter, we will learn about the pre-trained models in Keras. Let us begin with VGG16. VGG16 VGG16...

Keras – Regression Prediction using MPL

In this chapter, let us write a simple MPL based ANN to do regression prediction. Till now, we have...

Keras – Regression Prediction using MPL

In this chapter, let us write a simple MPL based ANN to do regression prediction. Till now, we have...

Keras – Applications

Keras applications module is used to provide pre-trained model for deep neural networks. Keras models are used for prediction,...

Keras – Applications

Keras applications module is used to provide pre-trained model for deep neural networks. Keras models are used for prediction,...

Real Time Prediction using ResNet Model

ResNet is a pre-trained model. It is trained using ImageNet. ResNet model weights pre-trained on ImageNet. It has the...

Real Time Prediction using ResNet Model

ResNet is a pre-trained model. It is trained using ImageNet. ResNet model weights pre-trained on ImageNet. It has the...

Keras – Model Evaluation and Model Prediction

This chapter deals with the model evaluation and model prediction in Keras. Let us begin by understanding the model...

Keras – Model Evaluation and Model Prediction

This chapter deals with the model evaluation and model prediction in Keras. Let us begin by understanding the model...

Keras – About Convolution Neural Network

Let us modify the model from MPL to Convolution Neural Network (CNN) for our earlier digit identification problem. CNN...

Keras – About Convolution Neural Network

Let us modify the model from MPL to Convolution Neural Network (CNN) for our earlier digit identification problem. CNN...

Keras -About Models

As learned earlier, Keras model represents the actual neural network model. Keras provides a two mode to create the...

Keras -About Models

As learned earlier, Keras model represents the actual neural network model. Keras provides a two mode to create the...

Keras – Model Compilation

Previously, we studied the basics of how to create model using Sequential and Functional API. This chapter explains about...

Keras – Model Compilation

Previously, we studied the basics of how to create model using Sequential and Functional API. This chapter explains about...

Keras – Customized Layer

Keras allows to create our own customized layer. Once a new layer is created, it can be used in...

Keras – Customized Layer

Keras allows to create our own customized layer. Once a new layer is created, it can be used in...