Training a Captcha solver using TensorFlow CNN architecture

By JANAKI RAMAN.V

INTRODUCTION In this tutorial, we will learn how to design a captcha solver using TensorFlow CNN architecture with the help of Python programming. We will create our own CNN archit.... Read More

Using RNN to predict shakesphearean text

By JANAKI RAMAN.V

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

By Pooja Wani

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

Stroke detection using Regression | Python

By Jerrin Bright

Stroke is a medical disorder commonly caused when the supply of blood to a part of the brain is reduced/ interrupted. This will, in turn, reduce the oxygen supply to the brain tiss.... Read More

Steel Surface Inspection in Keras | Python

By Jerrin Bright

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

Rock Paper Scissor prediction using Keras backend

By Pooja Wani | February 16, 2021

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

By JANAKI RAMAN.V

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

Ensemble deep learning model for pneumonia dataset

By JANAKI RAMAN.V

INTRODUCTION Ensemble learning is one of the most powerful deep learning techniques for getting great training accuracy. So in this tutorial, we are going to use ensemble learning .... Read More

Cassava Disease Detection | Python

By Jerrin Bright

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

By JANAKI RAMAN.V

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