Posts from Keras

Implement the Transformer Encoder from Scratch using TensorFlow and Keras

By Shreya Kulkarni

In this tutorial, we will implement Transformer Encoder from scratch using python libraries like TensorFlow and Keras. Let’s start by understanding what you mean by Transform.... Read More

Implementing Multi-Head Attention from Scratch using TensorFlow and Keras

By Shreya Kulkarni

In this tutorial, we will implement Multi-Head Attention using Tensorflow and Keras libraries in Python. Let’s first understand what we mean by Multi-Head Attention Transform.... Read More

Depthwise Separable Convolutions using Tensorflow in Python

By Shreya Kulkarni

In this tutorial, we are going to learn about Depthwise Separable Convolution using the Tensorflow library in Python. Let’s first understand what we meant by Depthwise Convol.... Read More

Customer Churn Prediction Using ANN with TensorFlow in Python

By Kotha Narasimha Rao

In this tutorial, we will discuss customer churn prediction using ANN with TensorFlow deep learning Python module. We will use Keras API built on top of TensorFlow ANN:-Artificial .... Read More

Image Data Preprocessing using keras

By Kotha Narasimha Rao

In this tutorial, we will learn Image data preprocessing using Keras. All the codes are done in the Jupyter notebook using the Anaconda extension.  What is Data Preprocessing? Ima.... Read More

Create a simple Recurrent Neural Network using Keras

By Kausik Kar

Hello learners! Welcome to the tutorial on creation of a simple RNN (Recurrent Neural Network) using Keras TensorFlow API with the help of Python programming. We will first begin b.... Read More

How to rescale our image using TensorFlow in Python

By Sumit Chhirush

Hello programmers, in this tutorial, we will learn how to rescale our image using TensorFlow in Python. We can rescale the image by using ImageDataGenerator. ImageDataGenerator: It.... Read More

Data Augmentation of a Dog Image in Deep Learning

By Deepesh Singh

The quality, amount, and relevance of training data are all significant considerations in machine learning models, particularly deep learning models. One of the most prevalent prob.... Read More

Data preprocessing using tf.keras.utils.image_dataset_from_directory

By Amanpreet Singh

In this tutorial, we will learn about image preprocessing using tf.keras.utils.image_dataset_from_directory of Keras Tensorflow API in Python. This tutorial explains the working of.... Read More

Skin Cancer Detection using ResNet50

By Amanpreet Singh

In this tutorial, we’ll use Resnet50 with Keras TensorFlow in the backend to try to identify seven distinct types of skin cancer, then examine the results to see how the mode.... Read More