Masking and Padding in Keras
In Keras, we create neural networks either using function API or sequential API. In both the APIs, it is very difficult to prepare data for the input layer to model, especially for RNN and...
Keras Tutorials
Keras Loss Functions – Types and Examples
In Deep learning algorithms, we need some sort of mechanism to optimize and find the best parameters for our data. We implement this mechanism in the form of losses and loss functions. Neural networks...
Keras Tutorial – Ultimate Guide to Deep Learning
Welcome to DataFlair Keras Tutorial. This tutorial will introduce you to everything you need to know to get started with Keras. You will discover the characteristics, features, and various other properties of Keras. This...
Keras Multi-GPU and Distributed Training Mechanism with Examples
Keras is a famous machine learning framework for most of the data science developers. In this DataFlair Keras Tutorial, we will talk about the feature of Keras to train neural networks using Keras Multi-GPU...
Keras Convolution Neural Network Layers and Working
We widely use Convolution Neural Networks for computer vision and image classification tasks. The Convolution Neural Network architecture generally consists of two parts. The first part is the feature extractor which we form from...
Keras Vs Tensorflow – Difference Between Keras and Tensorflow
Keras and Tensorflow are two very popular deep learning frameworks. Deep Learning practitioners most widely use Keras and Tensorflow. Both of these frameworks have large community support. Both of these frameworks capture a major...
Keras vs OpenCV – Differences Between OpenCv and Keras
OpenCV is the open-source library for computer vision and image processing tasks in machine learning. OpenCV provides a huge suite of algorithms and aims at real-time computer vision. Keras, on the other hand, is...
Keras Ecosystem – Keras Open Source Frameworks
Keras, other than being a high-level deep learning API also has some other initiatives for machine learning workflow. There is a wide range of machine learning frameworks whose development is based on Keras. In...
Why Learn Keras – Reasons Why Choose Keras
This article is the spotlight on the need for python deep learning library, Keras. Keras offers a uniform face for various deep learning frameworks including Tensorflow, Theano, and MXNet. Let us see why you...
Keras Models – Types and Examples
A model is the basic data structure of Keras. Keras models define how to organize layers. In this article, we will discuss Keras Models and its two types with examples. We will also learn...
