Posts from Keras

Driver Drowsiness Detection using OpenCV and Keras in Python

By Value ML

In this tutorial. we will try to make a Driver Drowsiness Detection model with OpenCV and Keras in Python. For this particular model, we will try to detect whether the eyes of the .... Read More

Keras flatten operation in CNN models in Machine Learning

By Value ML

In this section, we are going to look at various reasons for applying Keras flattening operation on CNN with Python. CNN involves working with images. Therefore, we will also look .... Read More

Train an Object Detection Model with Keras

By Suchita Sriramka

In this article, we will learn to train an object detection model in Keras using Mask RCNN. Object detection task is a difficult and important computer vision task but I will guide.... Read More

Cryptocurrency Price Prediction with LSTM using Machine Learning in Python

By Value ML

In this tutorial, we will learn about forecasting the prices of a Cryptocurrency with LSTM with the help of Machine Learning implemented in Python.  Cryptocurrency prediction has .... Read More

Dropout Neural Networks in Machine Learning with Python

By Value ML

Hello learners, today we are going to learn a very interesting topic that is: Dropout Neural Networks. We all know that Neural Networks are notorious for over-fitting the data. Neu.... Read More

What does “shuffle” do in fit_generator in Keras TensorFlow

By Value ML

In this tutorial, we will learn about one of the arguments of fit-generator namely shuffle using Keras API od TensorFlow. Before starting a discussion on shuffle, Let’s first.... Read More

Introduction to FaceNet – Facial Recognition System in Python

By Value ML

In this tutorial, We will learn about FaceNet and how to implement it using Python. FaceNet learns a model neural network that encodes a face into vector embedding. These encodings.... Read More

Softmax Regression with Keras

By Value ML

In this tutorial, we will learn about softmax regression which is a general form of logistic regression but in the case where there are multiple classes. Deep learning can be perfo.... Read More

Build Simple Classifier using Low-Level APIs using TensorFlow in Python

By Value ML

Hello learners, today in this tutorial we will learn about building a simple classifier using low-level APIs using TensorFlow in Python. The classifier is special kinds of hypothes.... Read More

tf.keras.layers.Conv2D in TensorFlow Python

By Value ML

In this tutorial, we are going to see about Keras 2-Dimensional Convolution neural network layer and the important parameters that are needed to be passed. A convolution neural net.... Read More