Path To Machine Learning

Implementing LSTM RNN using Keras and TensorFlow

Mar 13, 20253 min read

In this Article we will implement LTSM RNN model using Keras and TensorFlow. LSTM model was discussed in my previous article , but we will make this...

Implementing LSTM RNN using Keras and TensorFlow

Recurrent Neural Network

Mar 12, 20257 min read

A recurrent neural network (RNN) is a specialized type of artificial neural network that is particularly adept at recognizing patterns within...

Recurrent Neural Network

Generating Neural Style Transfer image using Convolutional Neural Network

Mar 5, 20259 min read

The algorithm for Convolutional Neural Networks (CNNs) utilized in artistic style transfer enables the application of the stylistic elements of one...

Generating Neural Style Transfer image using Convolutional Neural Network

MobileNetV2 CNN model

Feb 20, 20253 min read

MobileNetV2 is a convolutional neural network architecture designed to perform efficiently on mobile devices. It features an inverted residual...

MobileNetV2 CNN model

Implementing ResNet CNN

Feb 19, 20257 min read

A residual neural network also referred to as a ResNet, is a deep learning architecture where the layers learn residual functions based on the inputs...

Implementing ResNet CNN

Implementing Convolutional Neural Network using TensorFlow

Feb 18, 20255 min read

This article will outline the process of developing and training a Convolutional Neural Network (ConvNet) using TensorFlow for the purpose of...

Implementing Convolutional Neural Network using TensorFlow