Posts from Keras

Nationality predictor using LSTM

By JANAKI RAMAN.V

INTRODUCTION In this tutorial, we will learn how to build a nationality predictor using LSTM with the help of Keras TensorFlow API in Python. The model processes a person’s n.... Read More

Implementation of captch solver using Keras

By JANAKI RAMAN.V

INTRODUCTION Hi everyone. In the previous tutorial, we have seen how to build a captcha solver basic in TensorFlow using Keras. In this tutorial, we will look at how to implement t.... Read More

Feature disentanglement using PCA

By JANAKI RAMAN.V

INTRODUCTION In this tutorial, we will look at how to use feature entanglement for generalizing your model. In deep learning generalizing, your model is critical and even more impo.... 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

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

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