Posts from Keras
Using RNN to predict shakesphearean text
INTRODUCTION In this tutorial, we will look at building a Recurrent Neural Network model to predict the Shakespearean text using Keras TensorFlow API in Python. We will train the G.... Read More
Text Generation with Keras and Tensorflow using LSTM and tokenization
Hello Everyone, today we will explore the world of writings! In this tutorial, we will be using the concept of Natural Language Processing (NLP) from Deep learning with TensorFlow .... Read More
Steel Surface Inspection in Keras | Python
Steel surface inspection is usually done by professionals and it is a very important inspection especially for social infrastructures. Large-scale inspection and position capturing.... Read More
Rock Paper Scissor prediction using Keras backend
In this tutorial, I have trained a simple CNN for predicting between Rock Paper and Scissor from hand images. I have made this tutorial as an intro to CNN in Keras/TensorFlow. I have previously made another tutorial on how to classify if an x-ray of chest contains signs of covid-19 or not, to check that […] Read More
Saliency maps for model interpretability in Python
INTRODUCTION In this tutorial, we will look at how to use a deep learning visualisation technique saliency maps for better model interpretability using Python with the help of Tens.... Read More
Cassava Disease Detection | Python
Cassava disease affects the overall growth of the plants and their tubers depending on the level of infection. In this article, we propose a very unique deep learning method using .... Read More
Transfer learning for training pneumonia dataset
This tutorial will learn how to train a dataset s using data augmentation and pre-trained models. We will use google colab for our training and validation. Obtaining dataset from K.... Read More
Pneumonia X-Ray detection, Keras | Python
In this article, a simple convolutional neural network is demonstrated without any pre-trained network or any data augmentation. The aim of this article is to explain the basic con.... Read More
German To English Translator Using Keras and TensorFlow using LSTM model!
In this article, an LSTM model for translating German text to English text is done using tokenization and I will train the model on Keras and TensorFlow backend. We have already worked with LSTM once when predicting the stock prices for shares, thus we will expand the use of LSTM today. The biggest problem for […] Read More
Covid-19 detection with X-Ray using Keras/TensorFlow CNNs
Hey Everyone! This is a tutorial to help you make a CNN model for Covid-19 detection on X-Ray images using Keras/TensorFlow. The current scenario that the world is going through is extremely critical and needs prime attention from every individual. Yes, you got it right! It’s the infamous COVID 19 pandemic that is a hot […] Read More